georgebellos / my_tech_resources

List of tech resources future me and other Javascript/Ruby/Python/Elixir/Elm developers might find useful

My Tech Resources - James Lavin

DESCRIPTION

Links to resources I have found useful or think might be helpful to future me or Ruby/Javascript/Python/Erlang/Elixir/Elm developers like me.

MAJOR CATEGORIES

Artificial Intelligence (AI) | Business | Clean Code | Code Search | Coffeescript | CSS | Data | DevOps | Elasticsearch | Elixir | Elm | Erlang | Event sourcing | Functional programming | Git | HAML | Haskell | HTML5 | Javascript | Kubernetes | Learning | Linux | Maker movement/ IoT | Mobile | MongoDB | News | Node.js | Octave | Postgresql | Product development | Python, getting started, books (free), data analysis, learning, Pandas | R | Rack | Rails | Ruby | Scala | Slim | Statistical analysis | Testing | Tmux | Usability | Vim | Web components | Writing/Publishing

ALGORITHMS

• Competitive Programmer’s Handbook - Antti Laaksonen
• Algorithms: Kevin Wayne & Robert Sedgewick (Princeton University): Part I & Part II
• Algorithms: Design and Analysis - Tim Roughgarden (Stanford University): Part 1 & Part 2
• JavaScript Algorithms and Data Structures - Oleksii Trekhleb
• Automata: finite automata, context-free grammars, Turing machines, undecidable problems, and intractable problems (NP-completeness) - Jeff Ullman (Stanford University)
• Analysis of Algorithms - Robert Sedgewick (Princeton University)
• Algorithmic Thinking (Rice University): Part 1 & Part 2
• Algorithmic Toolbox - UC San Diego
• Algorithms on Strings - UC San Diego

ALGORITHMS - CRDTs

• Practical Demystification of CRDTs - Dmitry Ivanov & Nami Nasserazad (Curry On 2016)
• Conflict-free Replicated Data Types - Nuno Preguica, Carlos Baquero, and Marc Shapiro [PDF]
• Raft: Understanding Distributed Consensus - TheSecretLivesOfData.com

ANIMATION

• Algorithms for Animation - Courtney Hemphill

ARTIFICIAL INTELLIGENCE (AI)

• Fast.ai
• Software 2.0 - Andrej Karpathy
• Grokking Deep Learning - Andrew Trask
• Deep Learning - Ian Goodfellow, Yoshua Bengio, and Aaron Courville (MIT Press): Chapters | Lectures | Videos - Part 1 | Videos - Part 2 | Companion Videos
• Siraj Raval's "Artificial Intelligence Education" videos
• AI School (Microsoft)
• AI and Deep Learning - Two Minute Papers - Károly Zsolnai-Fehér & Two Minute Papers
• Andreessen Horowitz: AI and Deep Learning - Frank Chen | AI: What's Working, What's Not | AI Playbook
• 12 Amazing Deep Learning Breakthroughs of 2017 - Mariya Yao
• Artificial Intelligence in Industry With Dan Faggella (podcast series)
• The Code That Runs Our Lives - Geoffrey Hinton
• InfoQ talks
• Machine Learning (online Coursera class with Stanford professor Andrew Ng)
• Machine Learning (online course from University of Oxford
• Intro to Machine Learning: Pattern Recognition for Fun and Profit - Sebastian Thrun and Katie Malone (Udacity)
• Artificial Intelligence (AI) Turns Images & Videos into Gold - Fei-Fei Li
• Artificial Intelligence (AI) invents new knowledge and teaches human new theories - Demis Hassabis
• Artificial Intelligence (AI) is the Tech Renaissance to Business and Society - Jeff Bezos
• How Will Artificial Intelligence Affect Your Life - Jeff Dean (TEDxLA)
• How AI Startups Must Compete with Google - Dr Fei-Fei Li (Google Cloud) & Mike Abbott (KPCB)
• Artificial Intelligence is the New Electricity - Andrew Ng (January 2017)
• How AI detectives are cracking open the black box of deep learning - Science Mag
• Google's Great AI Awakening: We didn't even know we hired the best AI scientists in Google - Eric Schmidt
• Probabilistic Machine Learning and AI - Zoubin Ghahramani
• Lecture for YC AI - Jeff Dean & slides
• Machines With Brains - Qz.com
• The Frontier in Artificial Intelligence (AI): General-Purpose Learning AGI - Mustafa Suleyman
• Using Machine Learning to Explore Neural Network Architecture - Quoc Le & Barret Zoph (Google Brain team)
• The Compound Effect of Artificial Intelligence (AI) & Silicon-Based Technologies - Steve Jurvetson
• How We Teach Computers to Understand Pictures - Fei-Fei Li
• Engineers' Guide to the Artificial Intelligence Galaxy - Kai-Fu Lee Columbia University commencement address
• The Dark Secret at the Heart of AI - Will Knight
• AI Expert Kai-Fu Lee, "Don't Miss the Boat of Artificial Intelligence in the Age of AI"
• Google's DeepMind CEO: Future & Capabilities of Artificial Intelligence - Demis Hassabis
• Intro to DeepMind - Juan Silviera (GDD Europe '17)
• The Future of Robotics & Artificial Intelligence - Rodney Brooks
• Amazon Jeff Bezos on Artificial Intelligence (AI), Staffless Store, Self-Driving Car & Donald Trump - Walt Mossberg interview
• Large-Scale Deep Learning with TensorFlow for Building Intelligent Systems - Jeff Dean (Google)
• The Future of Artificial Intelligence Documentary 2017
• Artificial Intelligence Is Stuck. Here’s How to Move It Forward - Gary Marcus (NY Times)
• Half of All Jobs Will Be Replaced by Artificial Intelligence (AI) in 10 Years, AI Expert Kai-Fu Lee
• How AI & Computer Vision will Drive our Future - Fei-Fei Li
• Explainable Artificial Intelligence (XAI) - David Gunning (DARPA)
• International Conference on Learning Representations 2015
• The Future of Artificial Intelligence - DeepMind CEO Demis Hassabis
• Google DeepMind: What is it, how does it work and should you be scared? - Sam Shead
• What did AlphaGo do to beat the strongest human Go player? - Tobias Pfeiffer (Full Stack Fest 2016) | slides PDF | slides Speakerdeck | slides Slideshare
• AlphaGo Zero: Learning from scratch - DeepMind
• How Does DeepMind's AlphaGo Zero Work? - Siraj Raval
• Un-Artificial Intelligence - Melinda Seckington (GoRuCo 2015)
• Neural Networks for Machine Learning - Geoffrey Hinton (University of Toronto)
• Artificial Intelligence (online EdX.org class from UC Berkeley)
• MLOSS.org (Machine Learning Open Source Software)
• Artificial Stupidity: Adding Smarts to Yer Kode - Randall Thomas
• Weathering the Data Storm - Claudia Perlich (QConn New York 2014)

ARTIFICIAL INTELLIGENCE (AI) - CONVOLUTIONAL NEURAL NETS

• Feature Visualization: How neural networks build up their understanding of images - Chris Olah, Alexander Mordvintsev, and Ludwig Schubert
• What is wrong with convolutional neural nets? - Geoffrey Hinton
• How Convolutional Neural Networks Work - Brandon Rohrer
• Friendly Introduction to Convolutional Neural Networks and Image Recognition - Luis Serrano
• Intro to Different Types of Convolutions in Deep Learning - Paul-Louis Pröve
• Convolutional Neural Networks (TensorFlow)
• Chihuahua Or Muffin? Searching for the Best Computer Vision API - Mariya Yao
• pixel-cnn+ - OpenAI & PixelCNN++: Improving the PixelCNN With Discretized Logistic Mixture Likelihood and Other Modifications
• A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN - Dhruv Parthasarathy
• Keras Tutorial: The Ultimate Beginner’s Guide to Deep Learning in Python - EliteDataScience.com
• A Keras multithreaded DataFrame generator for millions of image files - Ryan Woodard
• Francois Chollet: The limitations of deep learning & The future of deep learning
• Deep Neural Networks are Easily Fooled - Evolving AI Lab
• CS231n: Convolutional Neural Networks for Visual Recognition - Stanford University

ARTIFICIAL INTELLIGENCE (AI) - CAPSULE NETWORKS

• Capsule Networks: An Improvement to Convolutional Networks - Siraj Raval
• What is a CapsNet or Capsule Network? - Debarko De

ARTIFICIAL INTELLIGENCE (AI) - DEEP NEURAL NETS

• What do neural networks learn? - Brandon Rohrer
• Intro to Deep Learning with PyTorch - Luis Serrano (Udacity)
• Notes from Coursera Deep Learning courses by Andrew Ng - Tess Ferrandez
• Learn Deep Learning in 6 Weeks - Siraj Raval
• Advanced Deep Learning & Reinforcement Learning - DeepMind
• Mostly Complete Chart of Neural Networks - Fjodor van Veen
• How Deep Neural Networks Work - Brandon Rohrer
• How Neural Networks Really Work - Geoffrey Hinton
• A friendly introduction to Deep Learning and Neural Networks - Luis Serrano
• Deep Learning Demystified - Brandon Rohrer
• The Matrix Calculus You Need For Deep Learning - Terence Parr and Jeremy Howard
• Livecoding Madness - Let's Build a Deep Learning Library - Joel Grus
• Beyond Backpropagation: Can We Go Deeper Than Deep Learning? - Mariya Yao
• Deep Neural Networks with Tensorboard - Arpan Chakraborty & Luis Serrano (ODSC East 2017) & Tensorboard demos (Github)
• Nuts and Bolts of Applying Deep Learning - Andrew Ng
• The Deep End of Deep Learning - Hugo Larochelle (TEDxBoston)
• Neural Nets for NLP - Graham Neubig (Carnegie Mellon University)
• Friendly Introduction to Deep Learning and Neural Networks
• Visualizing and Understanding Deep Neural Networks - Matt Zeiler
• The Rise of Artificial Intelligence through Deep Learning - Yoshua Bangio (TEDxMontreal)

ARTIFICIAL INTELLIGENCE (AI) - DEEP NEUROEVOLUTION

• Welcoming the Era of Deep Neuroevolution - Kenneth O. Stanley & Jeff Clune
• Why Greatness Cannot Be Planned: The Myth of the Objective - Kenneth Stanley
• Open-endedness: The last grand challenge you’ve never heard of - Kenneth O. Stanley, Joel Lehman, and Lisa Soros (December 2017)

ARTIFICIAL INTELLIGENCE (AI) - GENERAL INTELLIGENCE

• Is AI Riding a One-Trick Pony? - James Somers
• Neuroscience-Inspired Artificial Intelligence - Demis Hassabis, et al. ("Neuron," June 2017)
• DeepMind’s founder says to build better computer brains, we need to look at our own - James Vincent (The Verge)
• Artificial Intelligence: Turning Our Understanding of the Mind Upside Down - Geoffrey Hinton
• Can sensory cortex do backpropagation? - Geoffery Hinton
• AI and Neuroscience: A virtuous circle - DeepMind
• A Path to AI - Yann LeCun
• Creating Human-Level AI - Yoshua Bengio
• Agents that imagine and plan - DeepMind
• DARLA: Improving Zero-Shot Transfer in Reinforcement Learning - Irina Higgins, et al. (2017)
• When Machines Have Ideas - Ben Vigoda (TEDxBoston)

ARTIFICIAL INTELLIGENCE (AI) - GENERATIVE ADVERSARIAL NETWORKS

• Generative Models - OpenAI
• Generative Adversarial Networks for Style Transfer - Siraj Raval
• Image Synthesis From Text With Deep Learning | Two Minute Papers #116
• Amazon has an algorithm that designs clothes by replicating human creativity - Qz.com

ARTIFICIAL INTELLIGENCE (AI) - GOOGLE APIS

• Machine Learning APIs by Example - Sara Robinson (Google I/O '17)

ARTIFICIAL INTELLIGENCE (AI) - HARDWARE

• Tesla is working with AMD to develop its own A.I. chip for self-driving cars, says source - Jordan Novet
• First demonstration of brain-inspired device to power artificial systems - University of Southampton
• Machine Learning Infrastructure - TechEmergence.com

ARTIFICIAL INTELLIGENCE (AI) - H2O.AI

• H2O.ai

ARTIFICIAL INTELLIGENCE (AI) - HIERARCHICAL TEMPORAL MEMORY (HTM)

• The Biological Path Towards Strong AI - Matt Taylor (StrangeLoop 2017)
• HTM Youtube Channel - Numenta
• Numenta.org

ARTIFICIAL INTELLIGENCE (AI) - KERAS

• The Keras Blog - Francois Chollet
• Keras: Multiple outputs and multiple losses - Adrian Rosebrock
• Keras.js: Github | Demos | Docs
• Intro to text classification with Keras: automatically tagging Stack Overflow posts - Sara Robinson, Josh Gordon, and Marianne Linhares Monteiro
• Problem-solving with ML: automatic document classification - Ahmed Kachkach

ARTIFICIAL INTELLIGENCE (AI) - LINEAR ALGEBRA

• All the Linear Algebra You Need for AI - Rachel Thomas
• MATH - LINEAR ALGEBRA

ARTIFICIAL INTELLIGENCE (AI) - MACHINE LEARNING

• Machine Learning Cheatsheets - Stanford CS 229
• Papers With Code - Hottest AI/ML papers with associated code
• arXiv.org machine learning articles
• Rules of Machine Learning: Best Practices for ML Engineering - Martin Zinkevich
• Machine Learning Mastery
• Jupyter notebooks for the book "Hands-on Machine Learning with Scikit-Learn and TensorFlow" - Aurélien Geron
• Jupyter notebooks for the book "Deep Learning With Python Notebooks" - François Chollet
• This Week in Machine Learning
• "Deep Thinking" - Demis Hassabis interviews Garry Kasparov (Talks at Google)
• What Is Machine Learning? - Luis Serrano
• CS229: Machine Learning - Andrew Ng (Stanford University)

ARTIFICIAL INTELLIGENCE (AI) - NATURAL LANGUAGE PROCESSING (NLP)

• Natural Language Processing with Deep Learning (Stanford University, Winter 2017)
• Deep Learning for NLP - Ed Grefenstette (DeepMind)
• NLP Newsletter - Sebastian Ruder
• 4 Approaches to Natural Language Processing & Understanding - Maria Yao
• Stanford Natural Language Processing Group | CoreNLP
• Sebastian Ruder blog
• Problem-solving with ML: automatic document classification - Ahmed Kachkack
• GuidedLDA: Guided Topic modeling with latent Dirichlet allocation - Vikash Singh & How our startup switched from Unsupervised LDA to Semi-Supervised GuidedLDA - Vikash Singh
• NLP in R: Topic Modelling - Rachael Tatman
• NLP For Topic Modeling & Summarization Of Legal Documents - Oguejiofor Chibueze
• Complete Guide to Topic Modeling with Scikit-Learn and Gensim - George-Bogdan Ivanov
• Spooky NLP and Topic Modelling tutorial - Anisotropic
• natural: general natural language facilities for node

ARTIFICIAL INTELLIGENCE (AI) - NEWS

• Chipin
• Distill.pub
• Futurism
• Google
• HackerNoon.com
• Import AI Newsletter - Jack Clark
• Kate Crawford
• Machine Learnings
• Marketing Artificial Intelligence Network
• The Next Web
• Open AI
• Quartz - Dave Gershgorn
• The Register
• Science
• Tech Emergence: Guides | Research | Expert Interviews | Companies
• This Week in Machine Learning & AI
• Topbots - Mariya Yao & Forbes
• VentureBeat
• Wired - Tom Simonite

ARTIFICIAL INTELLIGENCE (AI) - OPEN AI

• OpenAI Gym | Github

ARTIFICIAL INTELLIGENCE (AI) - OPTIMIZATION

• Deep Learning as a Mixed Convex-Combinatorial Optimization Problem - Abram L. Friesen and Pedro Domingos

ARTIFICIAL INTELLIGENCE (AI) - PODCASTS

• Artificial Intelligence in Industry
• Machine Learning Guide - Tyler Renelle
• Practical AI
• Talking Machines
• This Week in Machine Learning & AI

ARTIFICIAL INTELLIGENCE (AI) - PYTHON

• 5 Genius Python Deep Learning Libraries - EliteDataScience.com

ARTIFICIAL INTELLIGENCE (AI) - PYTHON - PYTORCH

• Github | Pytorch.org
• ML/DL for Everyone With PyTorch - Sung Kim: Videos & Slides
• Introducing Pytorch for fast.ai
• PyTorchZeroToAll
• PyTorch vs TensorFlow — spotting the difference - Kirill Dubovikov

ARTIFICIAL INTELLIGENCE (AI) - QUANTUM AI

• Quantum AI: The Next Frontier (Applied AI Conference 2017)

ARTIFICIAL INTELLIGENCE (AI) - REINFORCEMENT LEARNING

• Reinforcement Learning: An Introduction, 2nd ed (in progress - complete draft)- Richard S. Sutton & Andrew G. Barto
• A Brief Survey of Deep Reinforcement Learning - Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil Anthony Bharath
• Elon Musk’s A.I. Destroys Champion Gamer! - ColdFusion
• How Does DeepMind's AlphaGo Zero Work? - Siraj Raval
• Human-level control through Deep Reinforcement Learning - Deep Mind
• Deep Q Learning for Video Games - The Math of Intelligence #9 - Siraj Raval
• Teaching a Neural Network to play a game using Q-learning - Soren D

ARTIFICIAL INTELLIGENCE (AI) - SEQUENCE MODELS (RNN, LSTM, GRM)

• A friendly introduction to Recurrent Neural Networks - Luis Serrano
• Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) - Brandon Rohrer
• Automated Image Captioning with ConvNets and Recurrent Nets - Andrej Karpathy & Fei-Fei Li (Center for Brains, Minds and Machines, Stanford University)
• Introduction to LSTMs in Tensorflow - Harini Suresh and Nicholas Locascio (MIT Center for Brains, Minds + Machines) & Tensorflow code (LSTM Sentiment Classifier)
• Recurrent Neural Networks (TensorFlow)
• LSTM Networks - The Math of Intelligence - Siraj Raval
• Sequence-to-Sequence Models (TensorFlow)

ARTIFICIAL INTELLIGENCE (AI) - REAL-WORLD EXAMPLES

• Google’s voice-generating AI is now indistinguishable from humans - Dave Gershgorn
• AlphaZero: DeepMind's New Chess AI | Two Minute Papers #216
• CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning - Stanford ML Group
• Artificial intelligence goes deep to beat humans at poker - Tonya Riley (Science) & How an AI took down four world-class poker pros - Chris Valazco (Engadget)
• The AI Race - Australian Broadcasting Corporation
• Google's Learning Software Learns to Write Learning Software - Tom Simonite (Wired)
• Meet Spot, the robot dog that can run, hop and open doors - Marc Raibert (TED Talk 2017)
• A new t-shirt sewing robot can make as many shirts per hour as 17 factory workers - Marc Bain
• How computers learn to recognize objects instantly - Joseph Redmon (TED Talk 2017)
• The ultimate promise of artificial intelligence lies in sorting cucumbers - Dave Gershgorn
• Google’s speech recognition is now almost as accurate as humans - 9-to-5 Google
• Using Machine Learning to predict parking difficulty - James Cook, et al. (Google)
• A.I. is Progressing Faster Than You Think - ColdFusion
• The era of easily faked, AI-generated photos is quickly emerging - Dave Gershgorn
• Artificial intelligence is great at predicting the size of hurricanes, but humans still need to figure out their impact - Dave Gershgorn
• Voyage's first self-driving car deployment
• The world’s best Dota 2 players just got destroyed by a killer AI from Elon Musk’s startup - T.C. Sottek (The Verge)
• A Spatial-Temporal Modeling Framework for Large-scale Video Understanding - Xiao Liu and Shilei Wen (Baidu Research) | Revisiting the Effectiveness of Off-the-shelf Temporal Modeling Approaches for Large-scale Video Classification - Yunlong Bian et al. | Activity-Net.org
• Microsoft Dynamics 365 now offers service chatbots as part of AI push
• Automated Crowdturfing Attacks and Defenses in Online Review Systems - Yuanshun Yao, et al.(2017)
• A.I. Experiments: Visualizing High-Dimensional Space - Google Developers
• Facebook’s Language-Creating AI Bots Are Now Required to Negotiate in English - Futurism | Facebook Shut Down AI After It Invented Its Own Language
• AI learns from professional gamers — then crushes them - Peter Holley (Washington Post)
• Google Has Started Adding Imagination to Its DeepMind AI - ScienceAlert.com & Imagination-Augmented Agents for Deep Reinforcement Learning - DeepMind
• Two Minute Papers
• Twitter taught Microsoft’s AI chatbot to be a racist asshole in less than a day - James Vincent
• These AI bots are so believable, they get asked out on dates (CNBC)
• How the NSA identified Satoshi Nakamoto (Not really AI but big data + machine learning)
• TensorKart: Self-driving MarioKart with TensorFlow - Kevin Hughes
• Artificial Intelligence (AI) Software and Robots are Replacing White-Collar Workers
• Baidu Deep Voice explained: Part 1 — the Inference Pipeline
• Google's Deep Mind Explained! - Self-Learning A.I. - ColdFusion
• Nvidia Lets You Peer Inside the Black Box of Its Self-Driving AI - Will Knight
• The incredible inventions of intuitive AI - Maurice Conti (TED Talks)
• AI Experiments: Explore machine learning in simple, hands-on ways (Google)
• An internet company has found a single manager for 60,000 employees - Dave Gershgorn (Quartz)
• How Google is making music with artificial intelligence (Science)
• Chinese chatbots apparently re-educated after political faux pas
• Mark Sagar Made a Baby in His Lab. Now It Plays the Piano
• IBM Watson: Smartest Machine Ever Built Documentary (NOVA)
• BuzzFeed News Trained A Computer To Search For Hidden Spy Planes. This Is What We Found
• Maybe the A.I. dystopia is already here - Anne Applebaum (Washington Post)
• How PayPal Is Taking a Chance on AI to Fight Fraud - American Banker
• China's big bet on domination in AI is no longer a long shot (National Post)
• A.I. Learns Nobel Prize Experiment in Just 1 Hour! - ColdFusion
• Goldman Sacked: How Artificial Intelligence Will Transform Wall Street - Newsweek
• The Rise of the Artificially Intelligent Hedge Fund - Wired
• The Robots Are Coming for Wall Street - Nathaniel Popper (NY Times)
• Neural Networks for Language and Understanding - Geoff Hinton
• Researchers built an invisible backdoor to hack AI’s decisions - Dave Gershgorn (qz.com)

ARTIFICIAL INTELLIGENCE (AI) - REAL-WORLD EXAMPLES - HEALTHCARE

• Heart Disease Diagnosis with Deep Learning - Chuck-Hou Yee
• Deep Learning in Medical Imaging - Ben Glocker (#reworkDL)
• Deep Learning for Predicting Glioblastoma Subtypes from MRI. Peter Chang, MD
• Defining a Patient Population With Cirrhosis: An Automated Algorithm With Natural Language Processing - E.K. Chang, et al., Journal of Clinical Gastroenterology 2016
• Predictive Analytics, NLP Flag Psychosis with 100% Accuracy - Jennifer Bresnick (Health IT Analytics, 2015)
• Chinese robot dentist is first to fit implants in patient’s mouth without any human involvement - Alice Yan
• Case Study: TensorFlow in Medicine - Retinal Imaging - Lily Peng (TensorFlow Dev Summit 2017)
• Artificial intelligence can diagnose prostate cancer as well as a pathologist
• Better Medicine Through Machine Learning - Suchi Saria (TEDxBoston)
• Efficient identification of nationally mandated reportable cancer cases using natural language processing and machine learning - John D Osborne, et al. (Journal of Informatics in Health and Biomedicine, 2016)
• IBM CEO: "Watson AI will change everything in Healthcare. Radiologists will lose jobs soon"
• IBM pitched its Watson supercomputer as a revolution in cancer care. It’s nowhere close - Casey Ross & Ike Swetlitz (STAT) vs. IBM CEO: "Watson AI will change everything in Healthcare. Radiologists will lose jobs soon"
• Machine Learning in Health Care - Antonio Criminisi
• Big Data and Machine Learning in Healthcare: How, Why, and When - Dr. Leonard D'Avolio (HIMSS Big Data and Analytics Conference)
• Epic to use NLP to aid documentation, decision support
• AI can detect Alzheimer's 10 years before symptoms show up - Mariella Moon

ARTIFICIAL INTELLIGENCE (AI) - SIMULATION

• Running Programs In Reverse for Deeper A.I. - Zenna Tavares

ARTIFICIAL INTELLIGENCE (AI) - SUPERINTELLIGENCE

• Myths and Facts About Superintelligent AI (With MIT's Max Tegmark) - minutephysics
• Not If, But How Artificial Intelligence Might Take Over the World - Hugh Baillie
• Artificial Intelligence: it will kill us - Jay Tuck (TEDxHamburgSalon)

ARTIFICIAL INTELLIGENCE (AI) - TENSORFLOW

• Awesome-Tensorflow (curated list of resources)
• Github | Installing | Website | Youtube | Udacity course | Stanford course | Examples
• Machine Learning with TensorFlow - Andrew Gasparovic (GDD Europe '17)
• First Contact With Tensorflow - Jordi Torres
• TensorFlow in 5 Minutes - Siraj Raval
• Effective TensorFlow for Non-Experts - Martin Wicke (Google I/O '17)
• Intro to TensorFlow - Alejandro Solano (EuroPython 2017)
• Tensorflow and Deep Learning Without a PhD - Martin Görner
• TensorFlow Tutorial For Beginners - Karlijn Willems
• TensorFlow Dev Summit 2017
• TensorFlow at DeepMind - Daniel Visentin (TensorFlow Dev Summit 2017)
• TensorFlow Wide & Deep Learning Tutorial (TensorFlow)

ARTIFICIAL INTELLIGENCE (AI) - TENSORFLOW - MOBILE

• TensorFlow.js | Tutorials | Docs | Examples
• On-device machine learning: TensorFlow on Android - Yufeng Guo (Google Cloud Next '17)

ARTIFICIAL INTELLIGENCE (AI) - UNSUPERVISED LEARNING

• The Next Frontier in AI: Unsupervised Learning - Yann LeCun

ARTIFICIAL INTELLIGENCE (AI) - VIDEOS

• AI By the Bay 2017
• Cognifest NYC 2017

ARTIFICIAL INTELLIGENCE (AI) - WEBSITES

• Insight Data Science
• KD Nuggets

ASDF

• asdf - Version manager for Ruby, Node.js, Elixir, Erlang & more
• Agnostic Version Management With asdf - Bobby Grayson

BLOCKCHAINS

• Blockchain: The Slowest (and most Fascinating) Database in the World - Stefan Tilkov (GOTO Amsterdam 2017)
• What the #?!* is Bitcoin? - Jeremy Rubin (TEDxBeaconStreet)
• Blockchain Disruption: How Bitcoin Technology Creates a Sharing Economy - Thomas Ramge (TEDxHamburg)

BLOCKCHAINS - BITCOIN

• Ten years in, nobody has come up with a use for blockchain - Kai Stinchcombe
• Bitcoin -- distributing power & trust - Eric Spano (TEDxConcordia)

BODY & MIND

• How to Stay Healthy as a Programmer - Florian
• Possibly The Best Way To Be A Great Programmer: Be Brain-Healthy!! - Jon Davis
• Seven Tips for the Healthy Programmer - Bart Jacobs
• Tips on Staying Fit for Software Developers - Asahi Technologies
• 5 Hacks to Effortlessly Build Healthy Habits in 2018 - Steve

EXERCISE

• The 25 Most Significant Health Benefits of Physical Activity and Exercise - Len Kravitz

SLEEP

• Programmers and sleep - David Zych
• You Need More Than 6 Hours of Sleep - Gret Yeutter

BOOKS

• Mind-Expanding-Books - Vishnu Ks
• List of free programming books (many languages)
• List of free programming books - CodeInfo.info

BROWSERS

BROWSERS - APIS

• WebExtensions
• JavaScript APIs
• Tabs

BROWSERS - AUTOMATION

• Nightmare
• Phantom.js
• Selenium

BROWSERS - BEAKER BROWSER

• Beaker Browser - Peer-to-peer browser with tools to create and host websites
• IPFS.io - Peer-to-peer hypermedia protocol to make the web faster, safer, and more open
• Dat Project - Data-sharing protocol for applications of the future

BROWSERS - CHROME

• DevTools
• Lighthouse: Automated tool for improving the quality of web pages
• Puppeteer: Most things you can do manually in the browser can be done using Puppeteer
• Workbox: JavaScript libraries for adding offline support (service workers, asset caching, etc.) to web apps

BROWSERS - PLUGINS/EXTENSIONS

BROWSERS - PLUGINS/EXTENSIONS - CHROME

• Documentation | Extensions APIs | Overview | Examples | CodeLab | Developer's Guide
• Javascript APIs
• How to Make a Chrome Extension - Gabe Berke-Williams
• Extensionizr: Start a Chrome extension in 15 seconds

BROWSERS - WEBRTC

• High Performance Browser Networking
• WebRTC.org
• WebRTCHacks.com

BUSINESS

• The Startup Playbook - Sam Altman
• Lectures (by successful entrepreneurs) on "How to Start a Startup" (Stanford University)
• How to Build a Startup: The Lean LaunchPad - Steve Blank
• Startup (podcast)
• SteveBlank.com
• The Tim Ferriss Show
• James Altucher interview podcasts
• Kauffmann Founders School
• A Culture of Experimentation - Jeff Bezos (2005)
• Observatory of Economic Complexity (interactive international trade data displayed using D3)
• First Round Review

BUSINESS - ENTREPRENEURSHIP

BUSINESS - ENTREPRENEURSHIP - ADVICE

• Startup Class (Sam Altman)
• Founder to CEO (Matt's Book for Startups) - Matt Mochary
• Indie Hackers
• Thoughtbot
• 7 Classic Startup Founder Mistakes (And How To Avoid Them) - Kathryn Minshew
• How to Future-Proof Your Career - Dorie Clark (TEDxLugano)
• 20 Ways to Blow Up Your Company - Jason Mendelson
• 13 Reasons My Startup FAILED - Russell Keith-Magee (Djangocon.us 2017)
• Sales Mistakes that Can Kill Your SaaS Business & How to Avoid Them - Mark Roberge & Michele Law
• The Lean Start-up - Ash Maurya’s keynote speech (Start-up Showcase 2017)
• The Lean Startup - Eric Ries (Talks at Google)
• Lean Startup Co. videos
• Marc Andreessen: Part 1: Why not to do a startup | Part 2: When the VCs say "no" | Part 3: "But I don't know any VCs!" | Part 4: The only thing that matters | Part 5: The Moby Dick theory of big companies | Part 6: How much funding is too little? Too much? | Part 7: Why a startup's initial business plan doesn't matter that much | Part 8: Hiring, managing, promoting, and firing executives | Part 9: How to hire a professional CEO
• Paul Graham essays
• Acquired by Amazon— what we learned at Pillpack - Fred Destin
• SaaStr (SaaS Scale Together) conference videos
• 12 Key Levers of SaaS Success - David Skok (SaaStr 2017)
• A Conversation with Paul Graham - Moderated by Geoff Ralston
• The single biggest reason why startups succeed - Bill Gross (TED)
• YC’s Essential Startup Advice - Geoff Ralston and Michael Seibel
• Beyond the Business Model - Ash Maurya
• Startup Hacks - Alex Iskold
• 10 Things The Rich Do That The Poor Don't - Why You Are Still Broke - Practical Wisdom
• How to Achieve Your Most Ambitious Goals - Stephen Duneier (TEDxTucson)
• Don't Do These 68 Things in Your SaaS Company - Anand Sanwal (SaaStr 2017)
• Startups, Entrepreneurship, and Making Your Tech Business Work - Full Sail University 2017
• Evidence-based Entrepreneurship - Steve Blank (The Lean Startup Conference 2013)
• Tim Ferriss's advice on starting a business or podcast - Tim Ferriss
• Laura Klein: So You Want to Build the Next Facebook (Lean Startup Conference 2015) | Identify and Validate Your Riskiest Assumptions (Lean Startup Conference 2014)
• The surprising habits of original thinkers - Adam Grant (TED)
• Five Lessons I Learned From Failing A Start-Up - Yashash Agarwal (TEDxJGU)
• How To Create A SaaS Product That People Love - Dan Martell
• Lessons Learned From 3,000 SaaS Companies - Patrick Campbell
• What college students need to know before starting a business - Jan Bednar (TEDxBocaRaton)
• Why Most Entrepreneurs Are Slowly Killing Themselves - Phil Drolet (TEDxMileHigh)
• The Customer Factory
• 50 Entrepreneurs share priceless advice - Blockshelf
• Why Products Fail - Ash Maurya
• 10 Steps to Product-Market Fit - Ash Maurya
• 12 Mistakes I Made My First Year as an Entrepreneur - Patrick Bet-David
• Warren Buffet's Life Advice Will Change Your Future
• Guy Kawasaki (Apple) on Top 10 Mistakes Entrepreneurs Make (Startup Grind)
• 10 SKILLS That Are HARD to Learn, BUT Will Pay Off FOREVER! - Evan Carmichael
• Steve Jobs's Top 10 Rules For Success - Evan Carmichael
• What they don't tell you about entrepreneurship - Mark Leruste (TEDxCardiff)
• How to build a Billion Dollar app? - George Berkowski (TEDxCityUniversityLondon)
• Claire Lew interviews Kathryn Minshew, Founder + CEO of The Muse
• The Best of the Best: YC SaaS Founders

BUSINESS - ENTREPRENEURSHIP - BENEFIT CORPORATIONS

• B Lab (BCorporation.net)
• BenefitCorp.net
• Benefit Corporation FAQs - Wolters Kluwer
• Startups: Should you incorporate as a Public Benefit Corporation? - Charlie Kannel & May Samali
• What Is a Benefit Corporation? - Jane Haskins (LegalZoom)
• Your Benefit Corporation Options: Should You Incorporate in Delaware or Elsewhere? - Sandra B. Feldman (Wolters Kluwer)

BUSINESS - ENTREPRENEURSHIP - BLOGS & NEWS

• eCorner (Stanford University) | Youtube channel
• Foundr.com
• GeekWire
• TechCrunch - Startups

BUSINESS - ENTREPRENEURSHIP - FINANCING

• Don’t go chasing unicorns - Aner Ben-Ami
• A Guide to Seed Fundraising - Geoff Ralston
• If You Take Venture Capital, You’re Forcing Your Company To Exit - Luke Kanies

BUSINESS - ENTREPRENEURSHIP - FINANCING - CROWDFUNDING SITES

• AngelList
• AngelPad
• CircleUp
• CrowdCube (UK)
• EquityNet
• FlashFunders
• Fundable
• FundedByMe (EU)
• FundersClub
• Gust | Twitter
• IndieGogo
• Kickstarter
• MicroVentures
• NextSeed
• OurCrowd
• SeedInvest
• Seedrs
• StartEngine
• SyndicateRoom
• WeFunder
• Zopa (UK)

BUSINESS - ENTREPRENEURSHIP - FINANCING - CROWDFUNDING INFO

• Equity Crowdfunding Explained: Jargon Free - Entrepreneur
• Investment Crowdfunding 101 (also known as Equity Crowdfunding) - Eazl.co
• CrowdFund.co

BUSINESS - ENTREPRENEURSHIP - PODCASTS

• Angel Invest Boston - Sal Daler
• Babson Built
• Balderton Podcast - Balderton Capital
• Bootstrapped VC - Backstage Capital
• Bowery Capital Startup Sales Podcast
• Business School Without the BS - Clay Clark & Robert Zoellner
• Cortex - CGP Grey & Myke Hurley
• DealMakers - Alejandro Cremades
• Dingman Bootstrapped
• Founders Talk
• Foundr - Nathan Chan
• The Full Ratchet - Nick Moran
• Greymatter - Greylock Partners
• Indie Hackers - Courtland Allen
• Masters of Scale - Reid Hoffman
• Nice Guys on Business - Doug Sandler & Strickland Bonner
• Notion - The Pain of Scale - Stephen Millard & Paul Papadimitriou
• Origins - Notation Capital
• Rogue Startups Podcast - Dave Rodenbaugh & Craig Hewitt
• Running Through Walls - Venrock
• Stacking the Bricks - Amy Hoy & Alex Hillman
• StartUp - Gimlet
• Startup Camel
• Startup Chat with Steli and Hiten
• Startup Notes
• Startup Sessions with Michael Knouse
• Startup Success Podcast
• Startups for the Rest of Us - Mike Taber & Rob Walling
• The Syndicate - Matt Ward
• Traction: How Startups Start - Next View Ventures
• The Twenty-Minute VC - Henry Stebbings
• This Week in Startups - Jason Calacanis
• Venture Studio
• Ventured - Kleiner Perkins
• When to Jump - Mike Lewis

BUSINESS - PODCASTS

• Acquired - A Podcast About Technology Acquisitions & IPOs - Ben Gilbert and David Rosenthal
• Bothsides TV - Upfront Ventures
• Business Book of the Month
• Chase Jarvis LIVE
• Freakonomics Radio
• Healthy Dose
• Marketing Over Coffee - John Wall & Christopher Penn
• Meaningful Show
• Notion Capital
• The Pitch - Josh Muccio (Gimlet Media)
• Product Breakfast Club
• Rework - Basecamp
• Simplify - Caitlin Schiller & Ben Schuman-Stoler
• The Tim Ferriss Show
• The Tony Robbins Podcast
• This Week in Tech - Leo Laporte
• Work & Life Podcast - Stew Friedman

CHARACTERS

• Characters, Symbols and the Unicode Miracle - Computerphile + other cool Computerphile videos

CHESS

CHESS - ANALYSIS

• When Grandmasters Blunder - Joe Doliner, code underlying the analysis, The Pachyderm Stack (a completely new MapReduce engine built on top of modern tools) & Pachyderm Single Node Mode
• ChessGames.com (746,000 chess games)

CHESS - TOOLS

• Chessboard.js
• Chess.js

CHINESE

• Kubernetes Handbook——Kubernetes中文指南/云原生应用架构实践手册
• Istio Handbook——Istio服务网格实践指南 - Jimmy Song
• InfoQ Chinese news
• Python - Mofan Zhou: Tutorials collection | PyTorch tutorials
• Chinese university courses on Coursera
• 汉语与文化交际 Chinese Cultural Communication
• 卷积神经网络的运作原理
• Fudan University: Coursera courses
• Nanjing University: Coursera courses
  • 计算机操作系统
  • 计算机系统基础（一） ：程序的表示、转换与链接
  • 软件测试 (Software Testing)
  • 用Python玩转数据 Data Processing Using Python
• Peking Univesity: Coursera courses | EdX courses
  • 魅力机器人 | The Fascinating World of Robots and Robotics
  • 操作系统与虚拟化安全
  • 软件工程
  • 数据结构与算法第一部分 | Data Structures and Algorithms Part 1 (Beijing University) & Part 2
  • 算法基础－Fundamental Algorithms
  • Principles and Practice of Computer Aided Translation 计算机辅助翻译原理与实践
  • 人群与网络 | Networks and Crowds
  • 程序设计基础 | Fundamentals of Programming
  • 理论计算机科学基础 | Introduction to Theoretical Computer Science
• Shanghai Jiaotong University: Coursera courses
• Tsinghua University: EdX courses
  • Data Structures and Algorithm Design Part I 数据结构与算法设计(上) | Data Structures and Algorithm Design Part II 数据结构与算法设计(下) | Data Structures • 数据结构 | 2015 course - Data Structures and Algorithm Design 数据结构与算法设计 | 2014 course
• USTC: Coursera courses
• Xian Jiaotong University: Coursera courses
• Elixir入门文档中文

CHINESE - AUDIO

• Ting (Pianke.me)

CHINESE - BOOKS

• 海量电子书
• 努努书坊

CHINESE - LEARNING

• The Chairman's Bao - Simplified Chinese newspaper

• JustLearnChinese.com

• HanziJS is a Chinese character and NLP module for Chinese language processing for Node.js | Github

CHINESE - SCIENCE FICTION

• 刘慈欣：科学中的故事资源 & full list

CLEAN CODE

• Is Your Code Too SOLID? - Sarah Mei
• Move Slow and Mend Things - Kevlin Henney (VoxxedDays Zurich 2018) & [Devoxx Belgium 2017)
• Why Senior Devs Write Dumb Code and How to Spot a Junior From A Mile Away - Scott Shipp
• Ideology - Gary Bernhardt (StrangeLoop 2015)
• The Mediator Pattern - Brandur
• "The Mess We're In" - Joe Armstrong (StrangeLoop 2014)
• Creative Engineering: Promises & Razors - Insights into Rapid Development - Tom Mejias, Bill Robinson and Matteo Vallone
• The Failures of "Intro to TDD" - Justin Searls
• Treat Your Code as a Crime Scene - Adam Tornhill
• Code review advice from Thoughtbot
• Keynote: Architecture the Lost Years - Robert Martin (Ruby Midwest 2011)
• Talking Architecture: Small Is Beautiful - Kevlin Henney (Wix Engineering Tech Talks 2016)
• Code as Risk - Kevlin Henney (GOTO Amsterdam 2017)
• A System is Not a Tree - Kevlin Henney (DevWeek 2015)
• The Errors of Our Ways - Kevlin Henney (GOTO Berlin 2016)
• A Question of Craftsmanship - Kevlin Henney (Agile India 2013)
• Cruft and Technical Debt: A Long View - Yehuda Katz (GoGaRuCo 2012)
• Grasping Complexity with Both Hands - Glenn Vandenurg (GoGaRuCo 2012)
• Behind the Curtain: Applying lessons learned from years in the Theatre to crafting software applications - Nell Shamrell (MaidosnRuby 2012)
• Modular & reusable front-end code with HTML5, Sass and CoffeeScript - Roy Tomeij (MadisonRuby 2012)
• Robert C. Martin videos (free)
• Robert C. Martin videos (non-free)
• Grand Unification Theory: Writing and Running Code, by Brian Ford (Barcelona RuCo 2012)
• Programming and minimalism: lessons from Orwell and the Clash - Jonathan Dahl (RubyConf 2010)
• States and Nomads: Handling Software Complexity - Zach Tellman

CLEAN CODE - AGILE

• Why Scaling Agile Doesn't Work • Jez Humble (GOTO 2015)
• Beyond Scope, Schedule, and Cost: The Agile Triangle - Jim Highsmith (ThoughtWorks)
• Business Decision Maturity Model (BDMM) - Dr. Knut Hinkelmann
• Managing IT for Business Value: The New Gold Standard - BCG
• The Business Decision Maturity Model
• Black Swan Farming
• Management & Measurement & Business Value – “Oh My”: Creating Solutions with Measurement in Changing Times - Dan Galorath

CLEAN CODE - AGILE - KANBAN

• Agile Project Management with Kanban - Eric Brechner
• Agile Project Management with Kanban - Eric Brechner

CLEAN CODE - APIS

• APIs: The Good, The Bad, The Ugly - MicheleTitolo (Ruby Remote Conf 2015)
• HTTP API Design Guide
• Beautiful REST & JSON APIs - Les Hazelwood (Jax Conference 2013)
• Building the Great Wall: API Driven Applications by Scott Parker, Dan Melnick (Madison Ruby 2012)
• How to Design a Good API and Why It Matters
• API Blueprint & Github
• Dredd — HTTP API Validation Tool
• Pliny - Write excellent APIs in Ruby & Better APIs with Pliny - Will Leinweber (RubyOnAles 2015)

CLEAN CODE - APIS - DOCUMENTING

• Understanding JSON Schema - Michael Droettboom et al. & PDF
• prmd - JSON Schema tools and doc generation for HTTP APIs

CLEAN CODE - APIS - DOCUMENTING - SWAGGER / OPENAPI

• Swagger.io | Swagger Editor | Specification | Explanatory docs | Github
• PetStore example: Running | JSON files | YAML files
• Swagger tutorial - Learn API Doc
• OpenAPI Specification Journey - Arnaud Lauret: 1 - Intro | 2 - Basics | 3 - Simplifying spec file | 4 - Advanced Data | 5 - Advanced Input & Output Modeling | 6 - Defining Security | 7 - Documentation | 8 - Splitting the spec file | 9 - Extending the OpenAPI Spec
• Learn API Doc - Tom Johnson
• Swagger 101 - SwaggerHub.com
• phoenix-swagger

CLEAN CODE - CODE CLIMATE

• Code Climate: Open source projects | Platform | Free service for open source projects
• Build your own Code Climate Analysis Engine

CLEAN CODE - MEASURING

• Ruby-Toolbox - Code Metrics
• Semi Automatic Code Review - Richard Huang (RailsConf 2012)
• rails_best_practices gem & railsbp.com

CODING CONTESTS

• CodeChef
• TopCoder

CODING PUZZLES

• Programming Praxis

CODE SEARCH

• Github Search
• Google Code
• Ohloh Code
• SearchCode.com
• Sourcegraph.com

COMPUTING BASICS

• Logic Components - 0612 TV w/ NERDfirst
• See How Computers Add Numbers in One Lesson - In One Lesson
• Computerphile: AND OR NOT - Logic Gates Explained & XOR & the Half Adder
• Logic Components - "lcc0612"
• Digital Electronics: The Half Adder and Full Adder - Derek Molloy
• An Introduction to Logic Gates - DrPhysicsA
• Making Your Own 4-bit Computer From Transistors - Simon Inns

COMPUTING BASICS - QUANTUM COMPUTING

• Quantum Computing for Computer Scientists - Andrew Helwer
• Quantum Computing 2017 Update - ExplainingComputers
• Unboxing a Quantum Computer - Holy $hit Episode 19 - Linus Tech Tips
• A Beginner’s Guide to Quantum Computing - Talia Gershon (IBM)

CSS

• CSS Reference - Visual guide to the most popular CSS properties
• Estelle Weyl
• CSS Tutorial - W3Schools
• Learn CSS - Codecademy
• The Shapes of CSS - Chris Coyier
• MarkSheet: Free HTML & CSS tutorial
• How to Master CSS - Christopher Harrison & Helen Zeng (Microsoft Virtual Academy - Jumpstart)
• HTML and CSS Tutorial for Beginners: The Ultimate Guide to Learning HTML and CSS
• CSS3 Tutorial - Derek Banas
• LearnLayout.com
• Mozilla MDN
• CSS2 Cheat Sheet (Cheatography)
• Sass
• Less
• Compass
• Getting Oriented With Compass
• Kicking Ass + Taking Names with Sass & Compass
• csscss (finds CSS redundancies)
• Twitter Bootstrap
• Front End Legos: Better Design with Reusable HTML & CSS
• Github CSS style guide
• Zen-Coding
• CSS Conf videos

CSS - BULMA

• Bulma: Bulma.io Blog | Extensions
• Official Documentation:
  • Overview
  • Columns
  • Forms
  • Components
  • Modifiers
  • Layout
  • Elements
    • Box
    • Button
    • Content
    • Delete
    • Icons
    • Image
    • Notification
    • Progress Bar
    • Table
    • Tag
    • Title
  • Extensions
• Learn Bulma CSS for free - Zaydek
• Bulma CSS Framework Crash Course - Traversy Media
• Bulmaswatch: Free themes for Bulma
• Learn Bulma in 5 Minutes - Per Harald Borgen
• Bulma: CSS framework you should consider in 2018 - Mateusz

CSS - BULMA - JAVASCRIPT

• JavaScript for Bulma: Tabs - Travis Media
• JavaScript for Bulma: Modals - Travis Media
• JavaScript Zipcode App Using Fetch & Bulma CSS - Traversy Media

CSS - BULMA - VIDEOS

• Bulma CSS Framework Crash Course - Traversy Media
• Bulma CSS Framework - complete tutorial - freeCodeCamp.org

CSS - COLOR

• Coolors: Color scheme generator
• Paletton: Build a color palette
• Adobe Color CC
• Palettab: Discover new fonts and colors with every tab
• Web Gradients
• UI Gradients

CSS - COOL STUFF

• Tobias Bjerrome Ahlin CSS design blog
• CSS-Tricks.com
• How To Make a Slide Out Navigation with HTML/CSS (No JavaScript)
• Smashing Magazine

CSS - FLEXBOX

• CSS Flexbox Course - freeCodeCamp.org
• CSS Flexbox Tutorial for Beginners | Basics & Container - Academind: 1 of 2 & 2 of 2
• Responsive HTML/CSS Website From Scratch with Flexbox Grid - Drew Ryan
• Build A Responsive HTML & CSS Template With FlexboxGrid - Traversy Media
• Flexbox Froggy
• Flexbox Cheatsheet - Joni Bologna
• A Complete Guide to Flexbox - Chris Coyier
• Solved By Flexbox - Philip Walton
• W3C spec

CSS - GRID

• Grid By Example - Rachel Andrew
• Experimental Layout Lab of Jen Simmons
• CSS Grid Garden
• A Complete Guide to Grid - Chris Coyier

CSS - PHOTOS

• Unsplash: Beautiful, free photos. Gifted by the world’s most generous community of photographers

CSS - RESPONSIVE DESIGN

• Using Media Queries For Responsive Design In 2018 - Rachel Andrew
• HTML slides without frameworks, just CSS - Chen Hui Jing
• Laziness in the Time of Responsive Design - Ethan Marcotte (Constant Contact 2014)
• The New Rules of The Responsive Web

CSS - SELECTORS

CSS Selectors Cheatsheet - Nana Jeon

CSS - TEXTURES

• Blender.org - Textures
• FreeStockTextures.com
• Pexels.com

CSS - UX/UI

• The 2019 UI Design Crash Course for Beginners - Gary Simon
• UI/UX Design Ayana Campbell Smith - 1 of 3 | 2 of 3 | 3 of 3

DATA

• ProgrammableWeb.com
• Data Sources on the Web - Managed R Archive Network
• 23 Resources for Finding Open Data
• 30 Places to Find Open Data on the Web
• AWS Public Data Sets
• DataCataloges.org
• Data Repositories - Jerry Smith
• Datasets for Data Mining and Data Science
• Freebase.com
• Kaggle.com Datasets
• Public datasets - ScaleUnlimited.com
• UCL Data Science Student Challenge 2016
• Where can I find large datasets open to the public?
• Comprehensive List of Free Historical Market Data Sources
• Datahub.io

DATA - ANALYSIS

• Analytics Dispatch
• Analytics Vidhya
• Dataconomy
• Data Driven NYC videos (Nov 2014)
• Data Elixir
• Data Science Weekly
• Kaggle.com
• Movielens
• O'Reilly Data Newsletter

DATA ANALYSIS - COURSES

• Coursera Data Science courses
• DataCamp
• DataQuest
• edX Data Science courses
• IBM Data Science Foundations
• KDNuggets Data Mining Course
• Learning From Data (Caltech)
• Open-Source Data Science Masters
• Udacity Data Sciencce courses

DATA ANALYSIS - FLINK

• Apache Flink

DATA ANALYSIS - HERON

• Apache Heron - Realtime, distributed, fault-tolerant stream processing engine from Twitter

DATA ANALYSIS - SPARK

• Spark Docs | Quick start | RDD Programming Guide | Spark SQL, Datasets, and DataFrames | Structured Streaming | Spark Streaming | MLlib | GraphX | Scala API | Java API | Python API | R API | Spark SQL, Built-in Functions
• Spark - TutorialsPoint.com
• SF Spark 2017
• Scala Machine Learning Projects: Recommendation Systems - Navdeep Singh
• Processing Fast Data with Apache Spark: The Tale of Two Streaming APIs - Gerard Maas (Reactive Summit Montreal 2018)
• ApacheSpark as a gateway drug to FP: Concepts taught & broken - Holden Karau (Curry On! Amsterdam)
• Holden Karau Spark videos
• Running on Kubernetes
• Spark Summit 2017 - Machine Learning
• Spark Summit 2017 - Data Science
• Spark Summit 2017 - Spark Ecosystem
• Spark Summit 2017 - General
• Spark Summit 2017 - Spark Experience && Use Cases
• Spark Summit 2017 - Developer
• TensorFrames: Deep Learning with TensorFlow on Apache Spark - Tim Hunter
• TensorFlow On Spark: Scalable TensorFlow Learning on Spark Clusters - Andy Feng & Lee Yang

DATA - APIS

• Google Dataset Search
• Best Buy (retail)
• Bloomberg
• DataSift (Twitter firehose)
• Expedia
• Facebook
• Forecast.io (weather)
• Google Public Data
• HealthData.gov
• Hotwire
• Kaggle
• MapQuest (maps)
• New York Times
• OpenStreetMap
• OpenWeatherMap (weather)
• ProPublica
• Public APIs
• Quandl, Github & example iPython notebook
• Reuters
• Salesforce, pyforce, simple-salesforce, salesforce-python-toolkit & example
• Socrata
• Twitter
• Walmart (retail; real-time prices and availability)
• Weather Underground (weather)
• WeatherBug (weather)
• World Bank (socioeconomic data)
• Yahoo! Finance (financial data)
• Zillow (real estate)

DATA - APIS - INTERNATIONAL

• Google public data directory
• IMF
• International Social Survey Programme
• Merchant Fleet of Late Medieval and Tudor England, 1400–1580
• Stanford Large Network Dataset Collection (SNAP)
• United Nations
• World Bank
• World Health Organization

DATA - APIS - NATIONAL (NON-US)

• United Kingdom

DATA - APIS - UNITED STATES

• Bureau of Labor Statistics & Dept of Labor
• Census Bureau
• Census Bureau's Statistical Abstract
• CDC Wonder
• Dartmouth Atlas of Healthcare
• Dept of Education
• Dept of Health & Human Services
• EDGAR (SEC)
• Energy Information Administration
• EPA
• Explore.data.gov
• FCC (Federal Communications Commission)
• FedStats
• FRED (Federal Reserve Economic Data)
• Healthcare.gov
• ICPSR
• Medicare.gov
• NationalMap.gov
• NIH (National Institutes of Health) Data Sharing Repositories
• National Library of Medicine
• NOAA National Climatic Data Center
• Quality of Government data
• Sunlight Labs
• USA.gov
• USGS

DATA - APIS - UNITED STATES - CITIES/STATES

• Solutions Search (Harvard Kennedy School of Government)
• Austin, TX
• Boston, MA
• Chicago, IL
• New York City, NY
• New York State
• San Francisco, CA
• Seattle, WA

DATA - BIG DATA

• J on the Beach conference videos

DATA - NATURAL LANGUAGE PROCESSING (NLP)

• Common Crawl
• Datasets for Natural Language Processing - Jason Brownlee
• List of datasets for machine learning research - Wikipedia
• MC-AFP: machine comprehension dataset based on public available Gigaword dataset (AFP portion)
• Wikipedia 2014 data (DBpedia)
• DBpedia
• Wikipedia dataset

DATA - PODCASTS

• Data Engineering Podcast - Tobias Macey
• DataFramed - Hugo Bowne-Anderson (DataCamp)
• Data Podcast
• In Context - Integrate.AI
• O'Reilly Data Show Podcast

DATA - SCRAPING

• Top 50 open source web crawlers for data mining

DATA - VISUALIZATION

• DataViz.tools - curated guide to the best tools, resources and technologies for data visualization
• VizWiz: Data visualization done right (blog)
• OpenVis Conference videos (Boston 2016)

DATABASES

DATABASES - ANALYSIS TOOLS

• DbDesigner
• SQL Developer
• SQL Power Architect

DATABASES - BARRELDB

• BarrelDB ("modern document-oriented database in Erlang focusing on data locality (put/match the data next to you) and P2P"): barrel-db.org | Github

DATABASES - COCKROACHDB

• CockroachDB: cloud-native SQL database for building global, scalable cloud services that survive disasters
• Helm Chart
• Data consistency, gorm and CockroachDB - Erik Lupander

DATABASES - COUCHDB

• Official docs: PDF | Downloads | API docs | Wiki | Blog | Fauxton Visual Guide
• CouchDB: The Definitive Guide - J. Chris Anderson, Jan Lehnardt and Noah Slater
• Why CouchDB? - Adam Kocoloski
• 10 Common Misconceptions about CouchDB - Joan Touzet
• Getting Familiar with CouchDB and Futon - Joshua Morony
• Know NoSQL - A Deep Dive Into CouchDB - Raj Bharath
• Running a CouchDB 2.0 Cluster in Production on AWS with Docker - Geoff Cox
• rxjs-couchdb
• Couch DB Tutorial for Beginners - Krithika Kannan
• CouchDB replication - Kalilou Diaby
• Restricting Document Updates in CouchDB - Joshua Morony

DATABASES - COUCHDB - DEPLOYMENT

• Deploying a CouchDB Cluster on Kubernetes - Kailash Chander
• Semi-official Apache CouchDB Docker images | Docker Hub
• How Do I Configure SSL (HTTPS) in CouchDB?
• couchdb-ssl - Clemens Stolle
• CouchDB authentication recipes - Daniel West
• Fast CouchDB setup in AWS - Ten Bitcomb

DATABASES - COUCHDB - REPLICATION & CHANGE NOTIFICATION

• Spiegel: Scalable replication and change listening for CouchDB - Geoff Cox

DATABASES - DATOMIC

• Datomic.com
• Datomic: Event Sourcing without the hassle - Valentin Waeselynck

DATABASES - FILODB

• FiloDB - Prometheus-compatible distributed time series database: Github
• FiloDB: Reactive, Real-time, In-memory Time Series at Massive Scale - Evan Chan (Reactive Summit Montreal 2018)
• FiloDB: Combining Spark Streaming and Fast Ad-Hoc Analytics - Evan Chan

DATABASES - FOUNDATIONDB

• FoundationDB

DATABASES - GRAPH DATABASES

• Graph Databases Will Change Your Freakin' Life - Ed Finkler

DATABASES - GRAPHQL

• Intro to GraphQL - GraphQL.org
• GraphQL: Data query language and runtime | GitHub
• Getting started (documentation)
• Goodbye REST… GraphQL Is Better! (SFNode 2017)
• GraphQL-Ruby
• Learn GraphQL
• The GitHub GraphQL API - GitHub
• GraphiQL: Graphical interactive in-browser GraphQL IDE
• Intro to GraphQL - Lee Byron (0REDEV 2015)
• Exploring GraphQL - Nick Schrock (Dev Tools @ Scale)
• GraphQL: Designing a Data Language - Lee Byron (StrangeLoop 2016)

DATABASES - GRAPHQL - IMPLEMENTATIONS

• graphql-elixir: Elixir implementation & website
• graphql-js
• Python implementation
• Ruby implementation
• Sangria: Scala implementation
• Graph for Scala

DATABASES - GREENPLUM DB

• Greenplum DB: Open-source data warehouse

DATABASES - HOW THEY WORK

• How does a relational database work - Christophe Kalenzaga
• Transactions: myths, surprises and opportunities" - Martin Kleppmann (StrangeLoop 2015)

DATABASES - JANUSGRAPH

• JanusGraph: Website | Github | Documentation | Getting Started

DATABASES - KINTO

• Kinto with Alexis Metaireau and Mathieu Leplatre (Podcast.init)

DATABASES - MYSQL

• Showdown: MySQL 8 vs PostgreSQL 10 - Kenn Ejima

DATABASES - NEO4J

• Website | Documentation
• Neo4j Graph Database - TutorialsPoint.com

DATABASES - NEO4J - ELIXIR/ERLANG

• Using Neo4j from Erlang and Elixir
• bolt_sips - Florin Patrascu
• neo4j_sips - Florin Patrascu

DATABASES - POUCHDB

• PouchDB: PouchDB.com | API docs | Getting Started Guide | Guides | Github
• PouchDB: The Swiss Army Knife of Databases - Glynn Bird
• Offline first applications, syncing with PouchDB & CouchDB - François Gengler (Devoxx Belgium 2017)
• Running PouchDB in a Web Worker - Glynn Bird
• Intro to PouchDB
• PouchDB Tutorial - TutorialsPoint.com
• Beginner's Guide to PouchDB - Swathi Prasad
• pouchdb-authentication
• pouchdb-find
• Getting started with PouchDB and CouchDB - Nolan Lawson
• How to build offline web applications with CouchDB and PouchDB - Gabriel Poça
• Offline-First Apps with PouchDB - Bradley Holt: 2016 | 2015
• PouchDB Tutorial - Kaushik Paul
• Getting Started with PouchDB Client-Side JavaScript Database - Jatin Shridhar
• Offline-First Apps with PouchDB and CouchDB - Lorna Mitchell (FEN 2018) & CouchDB, PouchDB and Offline-Tolerant Apps - Lorna Mitchell (DPC2017)
• CouchDB, PouchDB and Hoodie as a Stack for Progressive Web Apps - Geoff Cox

DATABASES - POUCHDB - GRAPHQL

• graphql-pouch - Mike Bild

DATABASES - SQL

• Learn SQL: 50+ of the Best Online Educational Resources to Learn SQL and Relational Database Management - HackerLists.com
• SQLTeaching.com
• SQL Tutorial - 1KeyData.com
• PostgreSQL documentation: The SQL Language
• TutorialsPoint.com

DATABASES - STREAMING REPLICATION

• Open-Sourcing Yelp's Data Pipeline - Yelp | MySQL Streamer | Schematizer | Data pipeline client | Data pipeline Avro util | Kafka library
• Debezium: Change data capture for a variety of databases & Debezium.io
• BottledWater: Change data capture from PostgreSQL into Kafka (Confluent.com)
• Lapidus: Stream your PostgreSQL, MySQL or MongoDB databases anywhere, fast
• Databus: Source-agnostic distributed change data capture system (LinkedIn)

DATABASES - TIDB

• TiDB: Distributed, scalable Hybrid Transactional and Analytical Processing (HTAP) SQL database - PingCAP

DATABASES - TIME SERIES DATABASES

• Time Series Database Lectures (Fall 2017) - Carnegie Mellon University Database Group

DATABASES - TIMESCALEDB

• Time Series Database Lectures #6 - Mike Freedman (TimescaleDB) @ Carnegie Mellon Database Group
• TimescaleDB: Fast And Scalable Timeseries - Ajay Kulkarni and Mike Freedman

DEVOPS

• BOSH
• Capistrano
• Heroku | Tddium
• Puppet
• Ruby-Toolbox - Deployment Automation
• Ruby-Toolbox - Systems Integration
• Acquiring DevOps Skills - Pavel Suchman (DevCon TLV 2014)
• Configuration Management ROI - Evgeny Zislis (DevCon TLV 2014)
• Continuous Deployment - Matt White (MountainWest RubyConf 2012)
• FutureStack conference videos: 14 | 13

DEVOPS - ANSIBLE

• Ansible - Your First Step Into Server Provisioning - Ben Turner (Ruby Australia 2014)

DEVOPS - API GATEWAYS

• Communication Patterns API Gateway Event Driven Microservices - Chris Richardson
• API Gateway to Service Mesh: Navigating a Changing Landscape - Zhamak Dehghani

DEVOPS - API GATEWAYS - KONG

• API Gateway Pattern & Kong in a Microservices World - Marco Palladino, Mashape (MesosCon 2017)

DEVOPS - API GATEWAYS - AMBASSADOR

• Website | Blog | Gitter
• Building Ambassador, an Open Source API Gateway on Kubernetes and Envoy - Richard Li (Datawire)
• Envoy as an API Gateway in Kubernetes - envoyproxy.io

DEVOPS - AWS (AMAZON WEB SERVICES)

DEVOPS - AWS (AMAZON WEB SERVICES) - KUBERNETES / EKS

• Getting Started with Amazon EKS
• aws-iam-authenticator: tool to use AWS IAM credentials to authenticate to a Kubernetes cluster
• Specifying Sensitive Data - AWS
• Deep Dive on Amazon EKS - Brandon Chavis & Eswar Bala (AWS re:Invent 2018)
• Run Kubernetes with Amazon EKS - Bob Wise (AWS New York Summit 2018)
• Introducing Amazon EKS - Brandon Chavis (AWS re:Invent 2017)
• Run Kubernetes with Amazon EKS - Bob Wise (AWS New York Summit 2018)
• Running a High-Performance Kubernetes Cluster with Amazon EKS - Nathan Peck & Yekesa Kosuru (AWS re:Invent 2018)
• Amazon Elastic Container Service for Kubernetes - Christoph Kassen (DevDay 2018
• Running Kubernetes with Amazon EKS - AWS Online Tech Talks
• Mastering Kubernetes on AWS - Yaniv Donenfeld & Karl D'Adamo (AWS re:Invent 2018)
• Deep Dive Into Amazon EKS - (AWS re:Invent 2017)
• AWS Workshop for Kubernetes - AWS
• kubernetes-aws.io

DEVOPS - AWS (AMAZON WEB SERVICES) - PODCASTS

• AWS Podcast
• AWS re:Invent 2017
• AWS TechChat

DEVOPS - AWS (AMAZON WEB SERVICES) - RDS (RELATIONAL DATABASE SERVICE)

• Getting Started with Managed Database Services on AWS - September 2016 Webinar Series
• Getting Started with Amazon Aurora (AWS re:Invent 2017) | Deep Dive on the Amazon Aurora MySQL-compatible Edition (AWS re:Invent 2017
• Deep Dive on Amazon Relational Database Service (RDS) - Brian Welcker (AWS re:Invent 2017)
• Announcing Amazon Aurora with PostgreSQL Compatibility - January 2017 AWS Onlin
• Using Performance Insights to Analyze Performance of Amazon Aurora PostgreSQL

DEVOPS - AWS (AMAZON WEB SERVICES) - REDSHIFT

• Amazon Redshift Tutorial: AWS Tutorial for Beginners - Edureka

DEVOPS - BACKUPS

DEVOPS - BACKUPS - RESTIC

• Restic: Github.io | Documentation | Github
• How to configure Backblaze B2 with Restic on Linux - Roderick (Backblaze)
• My backup software of choice: restic - Jan-Piet Mens

DEVOPS - BALLERINA

• Ballerina.io: Cloud-native programming language | Github
• Ballerina Microservices Programming Language: Introducing the Latest Release and "Ballerina Central" - Tyler Jewell

DEVOPS - BLOGS & PODCASTS

• The Cloudcast - Aaron Delp & Brian Gracely
• Cloudscape Podcast
• Datanauts (data center infrastructure)
• Dockercast
• Full Stack Journey
• The New Stack
• Weekly Show (Networking Technology)

DEVOPS - CHAOS MONKEY, ETC

• Principles of Chaos
• Awesome Chaos Engineering
• Precision Chaos - Aaron Blohowiak (O'Reilly Velocity San Jose 2017)
• ChAP: Chaos Automation Platform - Netflix
• Chaos Engineering - Netflix
• Simian Army & Quick start guide
• Chaos Monkey
• Chaos Community Google group
• Conformity Monkey
• Janitor Monkey
• AWS outage: How Netflix weathered the storm by preparing for the worst - Nick Heath

DEVOPS - CHEF

• Chef
• Chef Community
• Chef Docs & Chef docs organized differently
• Chef - Cookbooks, Opscode
• Chef - Cookbooks, Community
• UsingChef.com - Weekly Newsletter
• Chef - Recipe DSL
• Chef - Resources and Providers Reference
• Chef videos from Opscode
• Learn Chef
• Using Ruby to Automate Your Life - Seth Vargo (Ruby Australia 2014)
• Testing Your Automation: TTD for Chef Cookbooks - Nathen Harvey (BigRuby 2013)
• Five Things You Didn't Know About Chef

DEVOPS - CHEF - BERKSHELF

• Berkshelf

DEVOPS - CHEF - CHEF-DK

• Chef-dk (Chef Development Kit)

DEVOPS - CHEF - CHEF_SOLO

• The Eight-fingered Chef by Jason Garber - MadisonRuby 2013

DEVOPS - CHEF - COOKBOOKS

• chef-jenkins
• chef-rbenv
• chef-rvm
• chef-user

DEVOPS - CHEF - KNIFE

• Knife docs
• knife-server

DEVOPS - CHEF - LIBRARIAN

• librarian-chef
• "What do I do with my own cookbooks (when using Librarian)?"

DEVOPS - CHEF - TEST-KITCHEN

• test-kitchen

DEVOPS - CLOUD

• Awesome Cloud Native - Jimmy Song
• Cloud Native Interactive Landscape (CNCF)

DEVOPS - COREOS (RED HAT)

• CoreOS
• Getting Started With With CoreOS
• CoreOS Fleet
• CoreOS rkt

DEVOPS - DOCKER

• Docker docs:
  • User Guide
  • Documentation & Installation
  • Docker Container Networks
  • Docker Engine
  • Docker Swarm
  • Docker Compose
  • Docker Hub
  • Docker Machine
  • Docker Cloud
• Docker Self-Paced Training videos
• Docker tutorial videos - Scott Turnbull
• KataCoda (interactive browser-based labs, courses, & playgrounds)
• Docker Tutorials: 1: Installing Docker | 2: Docker Run Basics | 3: Fun With Volumes | 4: More Run With Extra Goodies | 5: Basic Networking | 6: Dockerfiles (Part 1) | 7: Dockerfiles (Part 2) | 8: Troubleshooting with Sysdig | 9: Docker Machine | 10: Docker Compose | 11: Docker Swarm | 12: Kitematic | 13: Getting Started with experimental Docker Networking | Full List
• Awesome Docker - curated resources
• Docker for Data Scientists - Michelangelo D'Agostino (Strata 2016)
• DockerCon 2015
• Docker 101: Introduction to Docker - Andrew T. Baker (PyCon 2015) & Demystifying Docker - Andrew T. Baker (PyCon 2015)
• The Docker Book - James Turnbull
• Docker Cheat Sheet
• Docker Youtube channel
• Docs.Docker.com
• Docker Tutorials - DarkZebra
• Docker Overview - Rimantas Mocevicius: Part 1 | Part 2
• Intro to Docker - Amjith Ramanujam (PyCon 2014)
• Docker and the Future of Modern Software - Solomon Hyke (FutureStack14)
• Container Hacks and Fun Images - Jess Frazelle (DockerConf 2015) | Jess Frazelle's .dockerfunc
• Containerized Ruby Applications with Docker - Laura Frank (RubyConf 2014)
• Shipping Ruby Apps with Docker - Bryan Helmkamp (RedDot Ruby 2014
• Build Your Own Shipyard - Andreas Tiefenthaler (Kod.io 2014)
• Dockerising a Rails App - Graeme Mathieson
• Docker's Youtube channel
• Developing Ruby Applications With Docker - Laura Frank (ArrrrCamp 2015)
• Immutable Infrastructure with Docker and EC2 - Michael Bryzek (Gilt) (DockerCon 2014)
• 3 hours to Docker fundamentals: Jumpstart your Docker knowledge
• Be a happier developer with Docker: Tricks of the trade - Nicola Paolucci
• Pachyderm.io (MapReduce without Hadoop using a git-like distributed file system and Dockerized MapReduce) & Github
• Docker isn’t just for deployment - Ben Dixon (RailsConf 2015)

DEVOPS - DOCKER - CONFIGURATION

• The Challenges of Container Configuration - Gareth Rushgrove (Craft Conference 2016) & slides

DEVOPS - DOCKER - DIVE

• Dive: tool for exploring a docker image, layer contents, and discovering ways to shrink your Docker image size (Alex Goodman)

DEVOPS - DOCKER - MICROCONTAINERS

• Microcontainers – Tiny, Portable Docker Containers - Iron.io
• Uber tiny Docker images for all the things (Ruby, Elixir, Python, etc.) - Iron.io
• LinuxKit: Toolkit for building secure, portable and lean operating systems for containers

DEVOPS - DOCKER - MULTIHOST ORCHESTRATION

• Compose
• Sebastien Goasguen: Intro to Docker Compose Tool for Multi-Container Applications | Docker Volumes and Networks with Compose | How to Use Docker Machine to Create a Swarm Cluster | Using Docker Swarm to Create an Overlay Network
• Dacker Ruby gem
• Tools Built on Top of The Docker API - Vassili Van Der Mersch

DEVOPS - DOCKER - MULTIHOST ORCHESTRATION - CENTURION

• Centurion - NewRelic

DEVOPS - DOCKER - MULTIHOST ORCHESTRATION - COMPOSE & SWARM

• Docker 1.12 Release Candidate 2
• Introducing the Docker for AWS and Azure Beta - Michael Friis
• Compose - Docker
• Sebastien Goasguen: Intro to Docker Compose Tool for Multi-Container Applications | Docker Volumes and Networks with Compose
• Webinar Recording: Docker Compose: Simplifying Container Automation - Shawn Powers & Nathan Bank
• How To Install Wordpress and PhpMyAdmin with Docker Compose on Ubuntu 14.04 - DigitalOcean
• Use Docker Swarm with a data persistence layer - Jonas Rosland
• How To Configure a Continuous Integration Testing Environment with Docker and Docker Compose on Ubuntu 14.04 - Pablo Chico de Guzmán
• Docker Compose & Networking - Mano Marks
• Docker Compose Files Version 2
• Docker Swarm Part 1: Overview | Part 2: Discovery | Part 3: Scheduling | Part 4: High Availability | Part 5: Networking | Part 6: Volumes
• Docker Swarm: Create and Join Node | Setting up HA | Set up TLS | Container Rescheduling
• Docker swarm cluster in AWS - Rafael Benevides
• From Local Docker Development to Production Deployments - Jérôme Petazzoni (AWS re:Invent 2015)

DEVOPS - DOCKER - MULTIHOST ORCHESTRATION - MESOS

• Mesos - Apache

DEVOPS - DOCKER - NETWORKING

• Networking for Docker Containers (a Primer) - Fernando Sanchez: Part I | Part 2

DEVOPS - DOCKER - OSX

• Installation
• Docker Machine

DEVOPS - DOCKER - POSTGRESQL

• Official Postgres Docker repo

DEVOPS - DOCKER - REMOTE API

• Docker Remote API
• Docker-api Ruby gem

DEVOPS - DOCKER - VIDEOS

• DockerCon: 2017 | 2016 | 2015
• ContainerSummit.io: 2016 New York | San Francisco 2015
• Youtube
• Confreaks
• DockerCon Online Meetup 2015
• DockerCon EU 2015
• DockerCon & Co

DEVOPS - DOCKER - VOLUMES

• Understanding Volumes in Docker - Adrian Mouat
• Manage Data in Containers

DEVOPS - DOKKU

• Dokku: Github | website | documentation
• One-click install-and-deploy Dokku on DigitalOcean
• Make Your Own Heroku with Dokku and DigitalOcean - Roger Stringer
• Create Your Own Heroku Using Dokku-alt on DigitalOcean - Samudra Harapan Bekti
• Deploying Dokku to DigitalOcean for excellent deploying goodness - Pam Selle
• Running Dokku on Digital Ocean - Henrik Nyh

DEVOPS - DUCKTAPE

• Ducktape: Distributed System Integration & Performance Testing Library - Confluent

DEVOPS - GOOGLE CLOUD

• Gcloud: Overview | Compute Concepts | SDK Concepts | Reference | Compute How-Tos | SDK How-Tos
• QwikLabs.com: We give you temporary credentials to Google Cloud Platform and Amazon Web Services, so you can learn the cloud using the real thing
• Training - Google Cloud
• Hipster Shop: Cloud-Native Microservices Demo Application - Google Cloud
• Developing Applications with Google Cloud Platform Specialization - Coursera
• Secrets Management - Google Cloud
• Janakiram MSV: Configuring Kubernetes Cluster Federation to Create a Global Deployment | Deploy a Multicluster Ingress on Google Kubernetes Engine
• Creating and Starting a VM Instance
• Setting up Jenkins on Kubernetes Engine

DEVOPS - GOOGLE CLOUD - FILESTORE

• Cloud Filestore: Managed file storage for apps requiring filesystem interface and shared filesystem for data

DEVOPS - GOOGLE CLOUD - HEALTHCARE

• Healthcare & Life Sciences Solutions
• Healthcare API

DEVOPS - GOOGLE CLOUD - KUBERNETES

• Kubernetes Engine | Docs
• Cloud Next '18 videos
• Continuous Delivery Pipelines with Spinnaker and Google Kubernetes Engine
• Continuous Deployment to Kubernetes Engine using Jenkins
• Jenkins on Kubernetes Engine
• Setting up Jenkins on Kubernetes Engine
• Configuring Jenkins for Kubernetes Engine
• Getting Started With Google Kubernetes Engine - Google Cloud (Coursera)
• Container management and deployment: from development to production - Kelsey Hightower (Google Cloud Next '17)
• Kelsey Hightower's Best Live Demo Yet - Kelsey Hightower (Cloud Next '18)
• Google Container Engine - The easiest way to use containers in production - Robert Bailey and Chen Goldberg (Google Cloud Next '17)
• Kubernetes 101 Workshop: Deploying a Simple Web App onto Kubernetes - Sarah Zelechoski
• Kubernetes tutorial for beginners - Basit Mustafa
• Kubernetes Deconstructed: Understanding Kubernetes by Breaking It Down - Carson Anderson | Unabridged version: Kubernetes for the basic user
• Kubernetes and Google Container Engine - Aparna Sinha and Kelsey Hightower (Google Cloud Next '17)
• Local Persistent Volumes for Kubernetes Goes Beta

DEVOPS - GOOGLE CLOUD - PODCASTS

• Google Cloud Platform Podcast

DEVOPS - GOOGLE CLOUD - SECURITY

• Best practices for Identity and Access Management on Compute Engine - Eric Bahna (Google Cloud Next '17)

DEVOPS - GOOGLE CLOUD - SERVICES

• All Products
• CDN (Content Delivery Network)
• Cloud SDK
• Container Builder
• Container Registry
• DNS
• Kubernetes | Pricing | Quickstart | Tutorials | Deploying a containerized web application
• Load Balancing
• PostgreSQL | Concepts | How-Tos | APIs | Resources | Pricing
• Security Scanner
• Source Code Repository
• Stackdriver (Monitoring, Logging, Diagnostics)
• VPC (Virtual Private Cloud)

DEVOPS - GVISOR

• gVisor: sandboxed container runtime compatible with Docker & Kubernetes - Google

DEVOPS - ISTIO

• Istio: Open Platform to Connect, Manage, and Secure Microservices | Github | Twitter
• [The Future is Istio - Jason Smith (GOTO 2018)]https://www.youtube.com/watch?v=sTqISgCgd9M()
• Distributed Microservices Metrics and Tracing with Istio and OpenCensus – Sandeep Dinesh (GDG DevFest Ukraine 2018)
• Ray Tsang: Reducing Microservices Architecture Complexity with Istio & Kubernetes (SpringOne Platform 2018) & Making Microservices Micro With Istio & Kubernetes
• Life of a Packet Through Istio - Matt Turner (Devoxx Belgium 2018)
• Kubernetes and Istio Service Mesh Demo Show - Jimmy Song & kubernetes-vagrant-centos-cluster (Github)
• Service Mesh in Practice - Kasun Indrasiri & David Munro (BallerinaCon 2018)
• How to Gain Insights from Istio by Leveraging Tools Like Prometheus, Jaeger, and Cortex - Neeraj Poddar
• Introduction to Service Management with Istio Service Mesh - David Munro (Cloud Next '18)
• The next evolution of microservices patterns with Istio Mesh - Christian Posta (JBCNConf 2018)
• Istio: Defense in Depth for Modern Production Environments - Samrat Ray & Tao Li (Cloud Next 2018)
• Istio 1.0.x Workshop - RedHat OpenShift
• Istio on Kubernetes: Enter the Service Mesh - Burr Sutter & Istio Tutorial - Redhat
• Istio - Weaving the Service Mesh - Louis Ryan (QCon San Francisco 2017)
• Better Canary Deploys with Kubernetes and Istio - Jason Yee (Devoxx Belgium 2018)
• Making Microservices Micro with Istio Service Mesh - Ray Tsang (Devox Belgium 2017)
• Microservices in the Cloud with Kubernetes and Istio - Sandeep Dinesh (Google I/O '18)
• Istio 101: Open Source Service Mesh for Microservices! - Sandeep Dinesh (2017)
• Getting Started with Istio on Amazon EKS - Arun Gupta
• Stop reinventing the wheel with Istio - Mete Atamel: Devoxx UK 2018 & NDC { Oslo } 2018
• Service Mesh: What, Why, And How? - Flynn (DevOpsDays Boston 2017)
• Making Microservices Micro with Istio Service Mesh - Ray Tsang (Devox Belgium 2017)
• Istio: Canaries and Kubernetes, Microservices and Service Mesh - Burr Sutter (DevNation Live) | Slides

DEVOPS - ISTIO - AWS

• Getting Started with Istio on Amazon EKS - Arun Gupta

DEVOPS - ISTIO - ENVOY

• Lyft's Envoy: Embracing a Service Mesh - Matt Klein (QCon NY 2018)
• Envoy Internals Deep Dive (Advanced Skill Level) - Matt Klein (KubeCon Europe 2018)

DEVOPS - ISTIO - GKE

• Istio - Google Cloud
• The Service Mesh Era: Istio blog post series | Advanced application deployments and traffic management with Istio on GKE | Securing your environment with Istio | Demo: Intro to Istio Security
• Hello Istio Codelab (With Google Kubernetes) - Google
• Istio 101 (1.0) on GKE | Istio 101 (0.8.0) on GKE - Mete Atamel (Google)
• ProductCatalog Canary Deployment (GKE / Istio)

DEVOPS - ISTIO - MULTICLUSTER

• Multicluster

DEVOPS - ISTIO - ROUTING

• Incremental Istio Part 1, Traffic Management - Sandeep Parikh

DEVOPS - KUBERNETES

• Kubernetes: Docs | Kubernetes API | Basic tutorial | Tutorials | Tasks | Concepts | Github
• kubernetes-doc-pdf
• Kubernetes Design Principles: Understand the Why - Saad Ali (KubeCon + CloudNativeCon 2018)
• Kubernetes in About 45 Minutes - Philip Lombardi (DevOpsDays Boston 2017)
• 9 Steps to Awesome With Kubernetes - Burr Sutter (3 hours, Devoxx Belgium 2018): Video | Slides | Code
• Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating Containers - Rinor Maloku
• Kubernetes Best Practices - Sandeep Dinesh (Google)
• Kubernetes: Container Orchestration and Micro-Services - Alexander Mohr (University of Washington)
• Awesome-Kubernetes
• Kubernetes Youtube channel
• Kubernetes By Example
• Infrastructure in the New World of Containers: What are your options? - Austen Novis (DevOpsDays Boston 2018
• Kubernetes the Hard Way - Kelsey Hightower & Kubernetes the Easy Way - James Ward
• Kubernetes in Real Life - Ian Crosby (GOTO Conference 2017)
• Troubleshooting & Debugging Microservices in Kubernetes - Ray Tsang & Robert Kubis (GOTO 2018)
• The ins and outs of networking in Google Container Engine and Kubernetes - Tim Hockin and Michael Rubin (Google Cloud Next '17)
• Kubernetes Webinars - Janakiram & Associates
• kubectl: Cheatsheet | Overview
• Running Kubernetes in Production - Zalendo Tech & Kubernetes on AWS @Zalando - David Aronchick
• Kubernetes 101 for Developers - Ross Kukulinski
• KataCoda (interactive browser-based labs, courses, & playgrounds)
• Kubernetes in production - blue-green deployment, auto scaling and deployment automation - Paul Bakker (Devoxx UK 2016)
• Chick-Fil-A: Milking the Most out of 1000's of K8s Clusters - Caleb Hurd & Brian Chambers (QCon NYC 2018)

DEVOPS - KUBERNETES - ARGO

• Argo: The workflow engine for Kubernetes | Github

DEVOPS - KUBERNETES - BRIGADE

• Brigade: Event-based Scripting for Kubernetes (Microsoft): Website | Github
• Kashti: Brigade pipeline dashboard: Github

DEVOPS - KUBERNETES - CHAOS ENGINEERING

• Kube-monkey: implementation of Netflix's Chaos Monkey for Kubernetes clusters
• PowerfulSeal: adds chaos to your Kubernetes clusters, so that you can detect problems

DEVOPS - KUBERNETES - CONTAINERIZATION

• Building Small Containers: Kubernetes Best Practices - Sandeep Dinesh (Google)

DEVOPS - KUBERNETES - CROSSPLANE

• Crossplane.io | Github

DEVOPS - KUBERNETES - DEPLOYMENT

• Kafka Operator: Managing and Operating Kafka Clusters in Kubernetes [A] - Nenad Bogojevic
• Lessons learned form Kafka in production Tim Berglund (2017)

DEVOPS - KUBERNETES - EKS (AWS)

See DEVOPS - AWS (AMAZON WEB SERVICES) - KUBERNETES / EKS

DEVOPS - KUBERNETES - GKE (GOOGLE CLOUD)

See DEVOPS - GOOGLE CLOUD - KUBERNETES

DEVOPS - KUBERNETES - HARBOR

• Harbor: Manage and serve container images in a secure environment
• Intro: Harbor - James Zabala & Henry Zhang (KubeCon + CloudNativeCon Seattle 2018)

DEVOPS - KUBERNETES - HELM

• Helm (package manager for Kubernetes): Website | docs | Github | Twitter
• Continuous Delivery for Kubernetes Apps with Helm & ChartMuseum - Josh Dolitsky & Stef Arnold
• Intro: Helm - Matt Farina (KubeCon + CloudNativeCon Seattle 2018)
• Deep Dive: Helm - Matt Butcher & Adam Reese (KubeCon + CloudNativeCon Seattle 2018)
• Configure RBAC In Your Kubernetes Cluster: Enable Helm in Your Cluster - Bitnami
• Helm - the Better Way to Deploy on Kubernetes - Reinhard Nägele (Codemotion Amsterdam 2018) & Github repo
• Building an Application Catalog with Helm and Kubernetes - Rajashree Mandaogane and Jason Greathouse (Rancher Labs)
• Your First Microservice with Kubernetes, Helm Charts, and Redis - Dan Garfield (RedisConf 2018) | Github code
• Optimising Kubernetes deployments with Helm - Erwin de Gier (Devoxx Belgium 2018)
• Continuous Delivery to Kubernetes with Jenkins and Helm - David Currie (INDEX San Francisco)
• Helm Chart Patterns - Vic Iglesias (KubeCon)
• Building an Application Catalog with Helm and Kubernetes - Rajashree Mandaogane & Jason Greathouse (Rancher Labs 2018)
• Automating Kubernetes deployments with Helm and Gitlab CI - Peter Rossbach
• Running MySQL on Kubernetes - Patrick M. Galbraith (KubeCon + CloudNativeCon 2018)

DEVOPS - KUBERNETES - HELM - CHART MUSEUM

• ChartMuseum.com | Github

DEVOPS - KUBERNETES - HELM - CHARTS

• Helm Hub
• KubeApps.com (Helm charts)
• Awesome-Helm
• CockroachDB
• CouchDB
• Docker Registry
• Grafana
• Graphite
• JanusGraph
• Jenkins
• Kafka (Bitnami)
• Kafka (incubator)
• Kibana
• Kong
• Kubernetes Dashboard
• Kubernetes Operational View
• Kubernetes Vault
• Kubewatch
• Neo4J
• Nginx Ingress (see also Nginx on Docker Hub)
• PostgreSQL
• Prometheus
• Redis
• Schema Registry
• Selenium
• Spark
• Spinnaker
• Vault
• Zeppelin

DEVOPS - KUBERNETES - HELM - MONOCULAR

• Monocular: Search-and-discovery UI for helm chart repos (Github)

DEVOPS - KUBERNETES - HELM - PLUGINS

• Helm Plugins Guide
• Awesome-Helm plugin list
• Chart-testing
• Helm-diff
• Helm-secrets

DEVOPS - KUBERNETES - ISTIO

See DEVOPS - ISTIO.IO

DEVOPS - KUBERNETES - KUBECTX

• kubectx - Switch between Kubernetes contexts/namespaces

DEVOPS - KUBERNETES - LOGGING

• Stern: Multi-pod & container log tailing for Kubernetes
• Kail: Kubernetes tail
• Kubetail: Bash script to tail Kubernetes logs from multiple pods

DEVOPS - KUBERNETES - MONITORING

• Kubernetes Dashboard
• Application Introspection & Debugging
• Kubernentes monitoring architecture

DEVOPS - KUBERNETES - NETWORKING

• Deep dive into Kubernetes networking - Sreenivas Makam (Container Conference 2018)
• [Kubernetes Networking Master Class (Rancher Labs)]https://www.youtube.com/watch?v=GXq3FS8M_kw)
• Leveraging Kubernetes Services & DNS - Christopher Liljenstolpe

DEVOPS - KUBERNETES - OPERATORS

• How to explain Kubernetes Operators in plain English - Kevin Casey
• Operator Framework Github repos
• TGI Kubernetes 037: Operator Framework - Kris Nova

DEVOPS - KUBERNETES - OPERATORS

• Awesome Operators
• Kubernetes Operators - Steven Acreman

DEVOPS - KUBERNETES - PERSISTENT VOLUMES

• Resizing Persistent Volumes using Kubernetes - Hemant Kumar

DEVOPS - KUBERNETES - PODCASTS

• PodCTL - Brian Gracely & Tyler Britten
• Kubernetes Podcast - Google

DEVOPS - KUBERNETES - ROLE-BASED ACCESS CONTROL (RBAC)

• Configure RBAC In Your Kubernetes Cluster - Bitnami

DEVOPS - KUBERNETES - ROOK

• Rook (Github)
• Intro: Rook - Jared Watts (KubeCon + CloudNativeCon Seattle 2018)

DEVOPS - KUBERNETES - SECURITY

• 11 Ways (Not) to Get Hacked - Andrew Martin
• Top 9 Kubernetes Settings You Should Check to Optimize Security - Connor Gilbert
• Kubernetes Security Best Practices - Ian Lewis
• Building Container Images Securely on Kubernetes - Jessie Frazelle

DEVOPS - KUBERNETES - SERVICE CATALOG

• Service Catalog documentation on Kubernetes.io | Documentation on svc-cat.io | Install using Helm | Github
• Using Services Outside Kubernetes from Kubernetes with the Service Catalog - Ara Pulido, Bitnami

DEVOPS - KUBERNETES - SKAFFOLD

• Skaffold: Easy and Repeatable Kubernetes Development (Github)
• Skaffold: happy Kubernetes workflows - Ahmet Alp Balkan
• Skaffold on Google Kubernetes Engine

DEVOPS - KUBERNETES - TELEPRESENCE

• Telepresence: Debug your Kubernetes service locally, using your favorite debugging tools

DEVOPS - KUBERNETES - VIDEOS

• KubeCon + CloudNativeCon 2018 Seattle (345 videos)
• KubeCon + CloudNativeCon 2018 (51 videos)
• theCUBE - KubeCon Seattle 2018
• TGI Kubernetes - Heptio & Code from every episode on Github
• KubeCon + CloudNativeCon China 2018
• KubeCon + CloudNativeCon 2018 - Copenhagen (354 videos!)
• CNCF (Cloud Native Computing Foundation) video playlists
• KubeCon + CloudNativeCon 2017 - Austin

DEVOPS - LOGGING

DEVOPS - LOGGING - ELK (Elasticsearch + Logstash + Kibana)

• My Elasticsearch resources
• My Logstash resources
• Elasticsearch, Logstash & Kibana - Kevin Kluge
• Using ElasticSearch, Logstash and Kibana to Create Realtime Dashboards - Alexander Reelsen
• Query Log Analysis – Using Logstash, ElasticSearch and Kibana - Niels Henrik Hagen
• Visualizing Logs Using ElasticSearch, Logstash and Kibana - Jeff Sogolov
• Setting up Elasticsearch, Kibana, and Logstash - Daniel Dreier & Logstash Cnfiguration Dissection

DEVOPS - LOGGING - ELK (Elasticsearch + Logstash + Kibana) - SHIELD (Non-free)

• Shield (non-free ELK security product)
• Shield documentation

DEVOPS - LOGGING - ELSA

• ELSA: Enterprise Log Search and Archive

DEVOPS - LOGGING - GRAYLOG2

• GrayLog2

DEVOPS - LOGGING - KIBANA

• Kibana documentation: Current | Older versions

DEVOPS - LOGGING - LOGSTASH

• Documentation: Current | 1.4.2
• Getting Started
• Logstash and Other Things - Jordan Sissel (PuppetConf 2012)
• More Logstash Awesome - Jordan Sissel (PuppetConf 2013)
• Logstash Presentation - Matthew Smith
• A Bit of Logstash Cooking
• Chef-logstash
• Logstash Google Forum
• Logstash Freenode IRC

DEVOPS - NEWS

• The Register
• SiliconAngle

DEVOPS - OPEN CONTAINER INITIATIVE (OCI)

• Open Container Initiative (OCI)

DEVOPS - OPENSTACK

• OpenStack.org: Overview
• What is OpenStack?
• OpenStack on Youtube & OpenStack Channel
• Paris Summit 2014: Videos
• OpenStack Superuser magazine
• @OpenStack (Twitter)
• OpenStack blog
• Ubuntu on OpenStack

DEVOPS - PROMETHEUS

• Prometheus.io | Github
• Prometheus Helm chart

DEVOPS - RELIABILITY

• Site Reliability Engineering - Google (editors: Betsy Beyer, Chris Jones, Jennifer Petoff, & Niall Richard Murphy)

DEVOPS - RKT

• Rkt: CLI for running application containers on Linux

DEVOPS - SERVERLESS

• Serverless NYC 2018
• The Problem is Data - Gwen Shapira (Serverless NYC 2018)
• Serverlessconf: Austin 2017 | NYC 2016

DEVOPS - SPINNAKER.IO

• Spinnaker.io
• Continuous Delivery With Spinnaker - Emily Burns et al. (PDF book)
• Using Kubernetes, Spinnaker and Istio to Manage a Multi-cloud Environment - Ameer Abbas (Cloud Next '18)

DEVOPS - STATEFUL SERVICES

• Stateful Service Design Considerations for the Kubernetes Stack - Jonas Bonér
• Building Scalable Stateful Services - Caitie McCaffrey (Curry On 2016) & Building Scalable Stateful Services - Caitie McCaffrey (StrangeLoop 2015)

DEVOPS - TITUS

• Titus (Netflix): Github | Documentation
• Titus, the Netflix container management platform, is now open source - Netflix Technology Blog

DEVOPS - VAGRANT

• Vagrant, Packer, Serf: Maximum Potency DevOps - Mitchell Hashimoto (Kod.io 2014)

DEVOPS - VIDEOS

• DevOpsDays Boston 2018
• DevOpsDays New York 2018
• DevOpsDays Baltimore 2018
• DevOpsDays Philadelphia 2017
• DevOpsDays Seattle 2017
• DevOpsDays Chicago 2017
• DevOpsDays Salt Lake City 2017
• DevOpsDays Boston 2017
• DevOpsDays Rockies 2017
• DevOpsDays Boston 2016
• DevOpsDays Rockies 2016

DISTRIBUTED PROGRAMMING

• What happened to distributed programming languages? - Heather Miller (Papers We Love Conference 2017)
• Distributed Systems and the End of the API - Chas Emerick & talk slides
• Distributed Systems and the End of the API - Chas Emerick & talk slides
• Readings in distributed systems - Christopher Meiklejohn
• Four Distributed Systems Architectural Patterns - Tim Berglund (Devoxx Poland 2017)
• Distributed Systems In One Lesson - Tim Berglund (Devoxx Poland 2017)
• The Path Towards Simplifying Consistency in Distributed Systems - Caitie McCaffrey (DeconstructConf 2017)

DOCUMENTATION

• DevDocs.io - "combines multiple API documentations in a fast, organized, and searchable interface"
• ZealDocs - open-soure offline documentation browser
• Non-Official Zeal User Contributions Repository - Santiago Montoya A. (in Zeal -> Tools -> Docsets, click "Add Feed," then paste in the link to the .xml file in this repo that you're interested in)

DOWNTIME

• Ruby-Toolbox - Maintenance Mode
• Zero Downtime Deploys Made Easy - Matt Duncan (RubyConf 2012)
• Zero downtime deploys for Rails apps - Pedro Belo (RailsConf 2012) using Heroku, Unicorn and HAProxy

EDTECH

EDTECH - NEWS

• Education News - New York Business Journal

EDTECH - PODCASTS

• Check This Out
• EdChat Radio
• EdSurge Podcast
• EdTech Bites
• EdTechNOW
• EDTech Podcast - Bill O’Donnel
• The Edtech Podcast - Sophie Bailey
• EdTech Rewind
• EdTech Situation Room
• EdTech Take Out
• EdTech Times
• EduAllStars
• Edupreneur Podcast
• EDUtalk
• Elite Edupreneurs
• Explore Like a Pirate
• Google Teacher Tribe
• House of EdTech - Christopher J. Nesi
• re:Learning (Chronicle.com)
• Speed of Creativity
• Stanford Innovation Lab (defunct)
• TeacherCast
• Techlandia
• Tech. Learn. Coffee.
• TED Talks Education
• TOSAs Talking Tech
• Wired Educator

ELASTICSEARCH

• Elasticsearch documentation:
  • Reference: Current | Previous versions
    • CRUD APIs
    • Search
    • Indices
    • cat APIs
    • Cluster APIs
    • Queries
    • Filters
    • Mapping
    • Analyzers
  • Videos & Elastic{ON} videos
• Exploring Elasticsearch (online tutorial/book) - Andrew Cholakian
• Elasticsearch: The Definitive Guide: Online | Github repo & instructions for generating a PDF
• Your Data, Your Search, Elasticsearch - Costin Leau (SpringOne2GX 2013)
• Elasticsearch: The Definitive Guide
• Make sense of your (big) data using Elasticsearch - Honza Král (PyData Berlin 2014)
• Explore Your Data With Elasticsearch - Honza Král (SF Python talk)
• Getting Down and Dirty with ElasticSearch - Clinton Gormley (NoSQL Matters Barcelona 2013)
• Elasticsearch from the bottom up - Alex Brasetvik (EuroPython 2014) & article
• Elasticsearch from the top down: Tracing a request down to the bits - Alex Brasetvik
• How To Interact with Data in ElasticSearch Using CRUD Operations - Justin Ellingwood

ELASTICSEARCH - BLOGS

• Elastic.co blog
• Foundation (Found.no)

ELASTICSEARCH - ELASTICAT

• elasticat (Ruby script for prettifying JSON returned from Elasticsearch)

ELASTICSEARCH - HELP

• Elasticsearch Freenode IRC
• Elasticsearch Google Forum

ELASTICSEARCH - INFORMATION RETRIEVAL

• Intro to Information Retrieval - Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, 2008

ELASTICSEARCH - LUCENE

• Lucene Core & docs

ELASTICSEARCH - MAPPING

• Intro to Elasticsearch Mapping - Njal Karevoll
• All about analyzers, Part One - Andrew Cholakian & Part Two
• A data exploration workflow for mappings - Njal Karevoll
• Nested type
• ElasticSearch – nested mappings and filters - Joel Abrahamsson
• Elasticsearch: Advanced search and nested objects - Gregquat

ELASTICSEARCH - PERFORMANCE & CONFIGURATION

• Six ways to crash Elasticsearch - Konrad G. Beiske
• Elasticsearch in Production - Alex Brasetvik (Berlin Buzzwords 2013)
• Optimizing Elasticsearch searches - Alex Brasetvik
• Troubleshooting Elasticsearch searches, for beginners - Alex Brasetvik

ELASTICSEARCH - PYTHON

• Elasticsearch-py (low level)
• Elasticsearch-dsl-py (higher level)
• Elasticsearch DSL - Honza Král

ELASTICSEARCH - QUERYING & FILTERING

• Combining filters

ELECTRON

• Electron: "Build cross platform desktop apps with web technologies"

ELIXIR

ELIXIR - GETTING STARTED

• Elixir-lang.org: Docs | Getting Started (tutorial) | Erlang/Elixir Syntax Crash Course | Learning resources | Elixir-lang-talk group | Elixir Core mailing list | ElixirForum.com
• Elixir School
• ElixirCasts.io
• From Zero to Hero in Elixir - LittleAlchemist.io
• Elixir Foundation - Zach Siri (Codemy.net)
• Elixir Tutorial - Tensor Programming
• Alchemist Camp
• Elixir Examples: Categorized | Single page
• Exercism.io Elixir
• Elixir Koans
• Joy of Elixir
• Elixir Devhints
• Intro to Elixir - SolutionStreet.com
• Ten Things I Wish I Knew Before Using Elixir - Chris Williams

ELIXIR - GETTING STARTED (NON-FREE)

• Developing With Elixir/OTP - Pragmatic Studio (NOT FREE but I've used and loved this)
• LearnElixir.tv & LearnPhoenix.tv (NOT FREE but I've used and loved this)
• Elixir for Programmers - Dave Thomas (NOT FREE, but it's from the legendary Dave Thomas)
• The Complete Elixir and Phoenix Bootcamp - Stephen Grider (Udemy) (NOT FREE)
• Elixir Sips (NOT FREE)
• RED:4 - Learn Elixir The Fun Way - Rob Conery (NOT FREE)
• Discover Elixir & Phoenix - Tristan Edwards (NOT FREE)

ELIXIR - GENERAL

• Awesome Elixir - Curated list of Elixir/Erlang libraries, resources & shiny things
• Cheatsheet
• A Brief History of Elixir - Andrea Leopardi (Code BEAM Lite Munich 2018)
• Lessons Learned Building a Medication Service at Teladoc and How Ecto Saved the Day - James Lavin (EMPEX 2018) (Hey, that's ME! I did a thing!!!)
• Explicit Elixir - Paul Lamb (ElixirDaze 2016)
• What Elixir is About - José Valim (Erlang Factory SF 2015)
• Elixir: Easy fun for busy developers - David Schmitz (Devoxx 2016)
• Transforming Programming - Dave Thomas (Erlang & Elixir Factory 2017)
• A Completely Unbiased Showcase of Elixir - Andrea Leopardi (Erlang User Conference 2016)
• Elixir with José Valim
• Building a web framework from scratch in Elixir - Robert Lord
• Sweet Elixir! - Ryan Cromwell & full notes
• Basic Design in Functional Programming Languages - Tomasz Kowal (ElixirLive 2016)
• Elixir talks - Confreaks.tv
• Elixir Koans - Nicolas Deverge
• Introducing reducees - José Valim
• Elixir Express: Workshop - Chris McCord (RailsConf 2014) & Basic documentation & Advanced documentation
• Elixir for the Rubyist - Hal Fulton (RubyDay 2015)
• Elixir With José Valim - HowIStart.org
• What's Ahead for Elixir? - José Valim (ElixirConf EU 2015)
• Elixir: Power of Erlang, Joy of Ruby - Dave Thomas (LoneStarRuby 2013)
• Introduction to Elixir: a New Language on the VM - José Valim
• Foray into Functional Programming with Elixir - Trevor Brown (Suncoast Java Users Group Dec 2014)
• Functional and concurrent programming with Elixir - Gabriele Lana
• Rubyists, have a sip of Elixir! - Benjamin Tan (RubyConf 2014)
• Intro to Elixir for Rubyists - Josh Adams & Robby Clements (ExlirConf 2014)
• Elixir Foundations for Ruby Devs: Transforming Data - Tomasz Kowal
• Elixir: The only Sane Choice in an Insane World - Brian Cardarella (GOTO Chicago 2017)
• Where I Got Stuck Using IEx.pry in Elixir - Jesse Trimble
• Programming Elixir: The magic of today's tonic - Katie Miller (Linux.conf.au Jan 2014)
• Ohai, Elixir! - Benjamin Tan (GeekCampsG 2014)
• Elixir - A modern approach to programming for the Erlang VM - Jose Valim (RuPy 2012)
• Keynote - José Valim (ElixirConf 2014)
• Elixir Tooling - Eric Meadows-Jönsson (Berlin Erlang Factory Lite)
• Idioms for building distributed fault-tolerant applications with Elixir - José Valim (GOTO Conferences 2015)
• Keynote: "Think Different" - Dave Thomas (ElixirConf 2014)
• Ruby and Elixir - Casey Rosenthal (Portland Ruby Brigade Jan 2015)
• Hex: How it was built - Eric Meadows–Jönsson (ElixirConf 2014
• Elixir Freenode IRC
• Writing Command Line Applications with Elixir - James Smith (ElixirConf 2014)
• Elixir Code Reading: Blacksmith
• Elixir in times of microservices - José Valim
• Closures: Elixir vs. Ruby vs. JavaScript - Hubert Łępicki
• ExMachina for Elixir: Factories with a Functional Twist - Josh Steiner & Paul Smith

ELIXIR - 1.6

• José Valim- Introducing HDD: Hughes Driven Development (Lambda Days 2018)

ELIXIR - 1.5

• The Feature That No One Knew About in Elixir 1.5 - José Valim (Elixir.LDN 2017)

ELIXIR - 1.4

• Using the Registry in Elixir 1.4 - Adam Mokan
• Changelog

ELIXIR - 1.3

• Changelog

ELIXIR - 1.2

• Elixir v1.2 released
• Elixir 1.2 and Elixir in Action

ELIXIR - ALGEBRAIC DATA TYPES

• Algae: Bootstrapped algebraic data types
• Witchcraft: library providing common algebraic & categorical abstractions (monoids, functors, monads, arrows, & categories)

ELIXIR - ATLAS

• Atlas (ORM)

ELIXIR - AVIA

• Avia: E-Commerce re-invented in Elixir: AviaCommerce.org | Github | API | Getting Started | Main Concepts

ELIXIR - BLOGS

• Big Nerd Ranch
• Carbon Five
• Dockyard
• East 5th
• Elixir Alchemy (AppSignal)
• Elixir Dose
• Elixir Radar
• ElixirStatus.com
• Elixir Weekly
• The Erlang eList
• Hacklines
• Hashrocket: TIL & blog
• Iacobson.net
• Plataformatec
• The Pug Automatic - Henrik Nyh
• Red Shift
• Thoughtbot
• What Did I Learn - Vitaly Tatarintsev

ELIXIR - BOOKS

• Elixir Documentation (PDF)
• Elixir Getting Started Guide: EPUB | Online
• Elixir Meta-Programming Guide (EPUB)
• The Mix & OTP Guide: (EPUB) | Online
• Études for Elixir & Github

ELIXIR - CACHING

• Nebulex: fast, flexible and powerful distributed caching framework - Carlos Andres Bolaños R.A.: Github & Distributed Caching in Elixir using Nebulex
• Cachex: caching library for Elixir with support for transactions, fallbacks and expirations | Docs

ELIXIR - CODE EXAMPLES

• ExVenture: text-based MMO server written in Elixir - Eric Oestrich
• tanx: Tank game created by the Programming Elixir study group
• Git Gud: Github clone written in Elixir - Almighty Couch
• Simulations: James Edward Gray II
• a-little-elixir-goes-a-long-way (Elixir version of code examples from The Little Schemer)
• Rebuilding the Mission Impossible security system in Elixir on RaspberryPi - Ju Liu
• Elixir Deep Dive: Evercam, a 10K LOC Phoenix app - Derek Haynes

ELIXIR - CODE QUALITY

• SOLID Elixir - Georgina McFadyen (ElixirConf.EU 2018)
• Keeping Code Consistent - Ben Marx (ElixirConf EU 2017)
• Refactoring Elixir: Lessons Learned from a Year on Exercism.io

ELIXIR - COWBOY

• Cowboy: Github | User Guide
• Ranch: Github

ELIXIR - COURSES (NON-FREE)

• DailyDrip.com - Elixir
• Pragmatic Studio

ELIXIR - DEBUGGING

• How to Use IEx.pry in Elixir Tests - Adam Delong
• Debugging & Tracing Elixir Applications - Dimitris Zorbas
• Debugging - Elixir-lang.org
• Debugging techniques in Elixir - Erich Kist
• Credo: Website | Github | Credo: A static code analysis tool for the Elixir language with a focus on code consistency and teaching - René Föhring
• Elixir Bug Hunting! - José Valim

ELIXIR - DEBUGGING - PRY

• Using Pry in Elixir - Jeffrey Matthias

ELIXIR - DEPLOYMENT

• Paul Schoenfelder ("bitwalker"): Elixir on Alpine Linux ((Docker)[https://hub.docker.com/r/bitwalker/alpine-elixir/]) | Elixir/Phoenix on Alpine Linux (Docker)
• Connecting Elixir Nodes with libcluster, locally and on Kubernetes - Alvise Susmel & phoenix-chat-example (Github)
• Best practices for deploying Elixir apps - Jake Morrison
• How To Automate Elixir-Phoenix Deployment with Distillery and edeliver on Ubuntu 16.04 - DigitalOcean
• k8s: Kubernetes library & HTTP client in Elixir
• Guide to deploy an Elixir/Phoenix app to AWS ECS - Joaquim Adráz
• How to Run Your Phoenix Application with Docker - Nicolas Dular
• Building and configuring a Phoenix app with Umbrella for releasing with Docker - Fernando Briano
• A Complete Guide to Deploying Elixir & Phoenix Applications on Kubernetes - Rohan Relan: Part 1: Setting up Distillery | Part 2: Docker and Minikube | Part 3: Deploying to Kubernetes | Part 4: Secret Management | Part 5: Clustering Elixir & Phoenix Channels
• Clustering Elixir/Erlang applications in Kubernetes (part 1: the theory) - Dario Freddi
• Clustering Elixir Nodes on Kubernetes - André Cruz
• Docker Elixir Build Image Base - Financial Times
• Release, Deploy, Monitor and Upgrade Elixir Services in Real World - Tian Chen (Code BEAM SF 2018)
• Packaging for Production - Anthony Molinaro (Code BEAM SF 2018)
• How to configure and deploy an Elixir app to a VPS - Konrad Piekutowski
• Deploy Early and Often: Deploying Phoenix with Edeliver and Distillery - Zek Interactive: Part 1 & Part 2
• State of the art in deploying Elixir / Phoenix applications - Piotr Włodarek
• Deployment - ElixirForum.com
• Elixir in the times of microservices - José Valim
• Elixir Deployment Tools - General Discussion, Blog Posts, Wiki - ElixirForum.com
• Elixir App Releasing Model - Sebastian Gębski (ElixirLive 2016)
• Is Phoenix deployment really that hard? - Karol Słuszniak
• Understanding deps and applications in your Mixfile - João Britto
• conform: source
• Deferred_config: Seamless runtime config for otp apps with one line of code - Luc Fueston
• Peerage: Easy Elixir clusters, pluggable discovery. DNS-based (Kubernetes, Weave), UDP multicast, others - Luc Fueston
• Fast Continuous Deployment of an Elixir Gameserver - Martin Kavalar & Martin Schurrer

ELIXIR - DEPLOYMENT - AWS

• Elixir deployments on AWS - Ed Ellson
• Elixir on AWS Lambda - ElixirForum.com
• Deploying Elixir to AWS Elastic Beanstalk with Docker - James Robert Somers
• Easy Elixir auto scaling deployment with AWS and Travis CI - Nicklas Ramhöj
• Deploy Elixir Application To AWS Elastic Beanstalk - Michal Kalbarczyk
• How to Set up a Distributed Elixir Cluster on Amazon EC2 - Benjamin Tan Wei Hao

ELIXIR - DEPLOYMENT - BOOTLEG

• Docs | Github

ELIXIR - DEPLOYMENT - CLUSTERING

• Swarm - Paul Schoenfelder
• Effortless Scaling With Automatic Clusters - Exploring Elixir & Tenant Migrations, Cluster Security, Git Repo
• Erlang (and Elixir) distribution without epmd - Magnus Henoch
• Remote Elixir/Erlang Node connected to Kubernetes - Gonzalo Gabriel Jiménez Fuentes
• Clustering Elixir/Erlang applications in Kubernetes (part 1: the theory) - Dario Freddi
• Running distributed Erlang & Elixir applications on Docker - Oleg Tarasenko

ELIXIR - DEPLOYMENT - CLUSTERING - LIBCLUSTER

• Libcluster - Paul Schoenfelder: Github | Docs
• Connecting Elixir Nodes with libcluster, locally and on Kubernetes - Alvise Susmel
• Cluster.Strategy.Kubernetes
• ClusterConsul.Strategy
• What’s going on in libcluster? (Elixir library overview) - Joseph Rosztoczy
• Elixir and Kubernetes - Bo Ingram: Introducing Aristochat | Starting Kubernetes | Deploying Aristochat

ELIXIR - DEPLOYMENT - CLUSTERING - SQUABBLE

• Squabble: Simple leader election for Elixir applications - Eric Oestrich

ELIXIR - DEPLOYMENT - CONFIGURATION

• Configuration Demystified - Sean Callan

ELIXIR - DEPLOYMENT - CONFORM

• Conform: library to adapt your application to its deployed environment

ELIXIR - DEPLOYMENT - DISTILLERY

• Distillery: Github | Documentation
• Elixir: Runtime vs. compile time configuration - Hubert Łępicki
• How to perform Hot Code Swapping in Elixir - Blackode: #1 | #2 — A (Live Demo) GenServer State update
• Elixir/Phoenix deployments using Distillery - Yuva
• Pete Corey: Deploying Elixir Applications With Distillery | Upgrade Releases With Distillery | Simplifying Elixir Releases With eDeliver | Upgrade Releases With eDeliver
• Storing Elixir Release Configuration in Environment Variables with Distillery - Brendan A R Sechter

ELIXIR - DEPLOYMENT - DOCKER

• Docker and OTP Friends or Foes - Daniel Azuma (ElixirConf 2018) & talk notes & Tanx game + GKE deployment instructions
• Elixir Releases & Docker - The Basics Explained - Philipp
• How to use Elixir with Docker? - Kamil Lelonek
• Bottling Elixir with Docker - Part 1 - Paul Lamb
• Dockerizing Elixir and Phoenix Applications - Cody Boggs

ELIXIR - DEPLOYMENT - EDELIVER

• Edeliver: Github | Deploying Elixir applications with Edeliver - Igor Florian
• Bruce Pomeroy: Create an Elixir umbrella project containing a Phoenix app and build a release with Distillery & Deploying an Elixir Umbrella project using Distillery and Edeliver
• Real World Elixir Deployment - Pete Gamache (Empire City Elixir Conf 2016)
• Fast Continuous Deployment of an Elixir Gameserver - Martin Kavalar and Martin Schurrer
• Serving Phoenix and Continuous Deployment - Dustin Farris
• Getting Elixir / Phoenix running on Digital Ocean with edeliver - Matt Weldon
• Getting Elixir / Phoenix running on Digital Ocean with edeliver - davoclavo

ELIXIR - DEPLOYMENT - EXRM

• exrm: source | docs | package docs (hexdocs.pm)
• Deploying Phoenix Applications with Exrm [and Conform] - Brandon Richey
• How to config environment variables with Elixir and Exrm - Igor Florian

ELIXIR - DEPLOYMENT - GATLING

• Deploying a Phoenix App With Gatling - Josh Adams
• Deploying Phoenix on Ubuntu with Gatling - Dennis Reimann

ELIXIR - DISTRIBUTION

• Distributed War Stories - Miriam Pena (EMPEX LA 2019)
• Horde is a distributed process registry and supervisor built on δ-CRDTs - Derek Kraan | API Docs | Introducing Horde | Getting Started | Docker & OTP: Friends or Foes - Daniel Azuma (ElixirConf 2018)
• Always Available - Claudio Ortolina (ElixirConf EU 2017)
• Elixir and Money - Tomasz Kowal (ElixirConf EU 2017)
• Idioms for Building Distributed Fault–Tolerant Applications with Elixir - José Valim (EuRuKo 2016)
• pg2 and You: Getting Distributed with Elixir - Eric Entin (ElixirConf 2016) | Slides

ELIXIR - DISTRIBUTION - PARTISAN

• Partisan: High-Performance Distributed Erlang: Partisan.cloud | Github

ELIXIR - EARMARK

• Earmark—A Pure Elixir Markdown Processor

ELIXIR - ECTO

• Ecto: documentation | Github | discussion forum
• Using Ecto outside of Phoenix by Geoffrey Lessel (Lonestar ElixirConf 2017) & An Intro to Ecto: Using Ecto in Non-Phoenix Elixir Projects - Geoffrey Lessel (Full Stack Talks Aug 2016)
• Ecto: Database library for Elixir - Eric Meadows Jöhnson (Code Beam STO 2018)
• Embrace the Database With Ecto - Josh Branchaud (ElixirDaze 2017)
• Thinking in Ecto - Peter de Croos: Part 1: Schemas and Changesets | Part 2: Queries and Relations
• Ecto 2.1 Tip and Tricks - (Elixir Sydney)
• Leveling Up With Ecto - Darin Wilson (ElixirConf 2016) | code
• Lew Parker: Diving into Ecto - 1 | Diving into Ecto - 2 | Ecto Query Library
• Understanding Elixir’s Ecto Querying DSL - Thomas Punt: The Basics | Beyond the Basics
• Preloading Nested Associations with Ecto - Greg Lazarev
• Querying an Embedded Map in PostgreSQL with Ecto - David Bernheisel
• Up, Down, Up with Ecto Migrations - Josh Branchaud
• Ecto Migrations: Simple to Complex - Josh Branchaud
• Fast Full-text Search with Ecto and PostgreSQL - Nathan Long
• Refactoring Techniques for Elixir, Ecto, and Phoenix - Gary Rennie (ElixirConf 2016)
• Connecting to Multiple Databases with Ecto - Geoffrey Lessel
• Ecto’s insert_all and schemaless queries - José Valim
• Replace Callbacks with Ecto.Multi - Daniel Berkompas
• Abandoning models and embracing data - exploring Ecto - Michal Muskala (Elixir Warsaw)
• Ecto: A language integrated query for Elixir - José Valim (CodeMesh London 2013)
• Ecto - the Past, the Present, the Future - Michał Muskała (ElixirConfEU 2016 | slides
• Ecto - Eric Meadows-Jönsson (ElixirConf EU 2015)
• Making Sense of Ecto 2 SQL.Sandbox and Connection Ownership Modes - Piotr Włodarek
• PostgreSQL indexing with Ecto - Richard Nyström
• Composable Queries with Ecto - Drew Olson (ElixirConf 2015)
• Embedding Elixir Structs in Ecto Models - Josh Steiner

ELIXIR - ECTO - 3.0

• Changelog
• Caching In Ecto v3.0 - Dockyard
• A sneak peek at Ecto 3.0 - José Valim: Breaking changes | Query improvements (part 1) | Query improvements (part 2) | Performance, migrations and more

ELIXIR - ECTO - CUSTOM ECTO TYPES

• Creating a Custom Ecto Duration Type - Christian Di Lorenzo
• What is the difference between Ecto.Type’s cast and dump? - ElixirForum.com
• Ecto type for IPv4 and IPv6 addresses - Pedro Assumpcao

ELIXIR - ECTO - MYXQL

• Announcing a new MySQL driver: MyXQL - José Valim
• "Building a New MySQL Adapter for Ecto" - Wojtek Mach: Part 1: Hello World | Part 2: Encoding/Decoding | Part 3: DBConnection Integration | Part 4: Ecto Integration

ELIXIR - ECTO - SSL

• Connecting Ecto to PostgreSQL with SSL - Hubert Łępicki

ELIXIR - ELASTICSEARCH

• Tirexs - Elixir DSL for Elasticsearch
• erlastic_search (Erlang client for Elasticsearch)
• Elasticsearch from Elixir and Docker - Zohaib Rauf

ELIXIR - ERROR HANDLING

• Error Handling in Elixir Libraries - Michal Muskala

ELIXIR - ETS

• Taming :ets for High-Performance Software - Mike Binns | ets (Github) | ets (Hex.pm)
• Optimizing Your Elixir and Phoenix projects with ETS - Chris McCord

ELIXIR - EVENT SOURCING/CQRS

• FAQ on DDD, CQRS & Event Sourcing - CQRS.nu
• CQRS and Event Sourcing - Bernardo Amorim (Code Beam SF 2018)
• Building CQRS/ES web applications in Elixir using Phoenix - Ben Smith | Building a CQRS/ES web application in Elixir using Phoenix | PDF
• event_bus: Traceable, extendable and minimalist event bus implementation for Elixir with built-in event store and event watcher based on ETS - Mustafa Turan & event_bus_postgres: Postgres event store for event_bus
• Pachyderm - an elephant never forgets - Peter Saxton
• Dealing with eventual consistency in a CQRS/ES application - Ben Smith
• Supporting multiple event stores in Commanded using an adapter based approach for Elixir - Ben Smith
• Derek Kraan: Event Sourcing in Elixir & Event Sourcing: Invariants spanning multiple aggregates
• CQRS with Elixir and Phoenix - Jean-François Cloutier
• Building beautiful systems with Phoenix contexts - Andrew Hao (ElixirDaze 2018) & Built to last: A domain-driven approach to beautiful systems - Andrew Hao
• Perhap: Applying Domain Driven Design and Reactive... - Rob Martin (ElixirConf 2017)
• Event Sourcing and CQRS in Elixir - ElixirForum.com
• Intro to implementing Command Query Responsibility Segregation (CQRS) in Elixir applications - Ben Smith
• Christian Posta: Why Microservices Should Be Event Driven: Autonomy vs Authority | 3 Easy Things to Do to Make Your Microservices More Resilient | Carving the Java EE Monolith Into Microservices: Prefer Verticals Not Layers | The Hardest Part About Microservices: Your Data
• DDD/CQRS/ES/NoSQL and functional programming
• CQRS with Erlang - Bryan Hunter (NDC Conference 2014)

ELIXIR - EVENT SOURCING/CQRS - COMMANDED

• Commanded: Use Commanded to build Elixir CQRS/ES applications - Ben Smith
• Eventstore: CQRS event store using PostgreSQL for persistence - Ben Smith
• Conduit: RealWorld example backend implementing the CQRS/ES pattern in Elixir and Phoenix
• EventSourced: Functional domain models with event sourcing in Elixir - Ben Smith
• Building Conduit - Ben Smith (non-free)

ELIXIR - EVENT SOURCING/CQRS - SAGE

• Sage: dependency-free tool to run distributed transactions in Elixir, inspired by Sagas pattern - Andrew Dryga
• Introducing Sage: A Sagas pattern implementation in Elixir - Andrew Dryga

ELIXIR - EVENT SOURCING/CQRS - SEVEN OTTERS

• Seven Otters: CQRS/ES library and facilities for Elixir to build events-oriented applications: SevenOtters.org | Github | Getting Started | Blog

ELIXIR - EXDOC

• ExDoc

ELIXIR - FUNCTIONAL PROGRAMMING

• Let's Get Functional With Elixir! - Nate Taylor
• Composing Elixir Functions - Jay Hayes
• Function Currying in Elixir - Patrik Storm
• Follow-up: Function currying in Elixir - Milton Mazzarri
• Lenses and Pattern Matching - Travis Poulsen
• Focus, an Elixir library for functional lenses - Travis Poulsen
• Currying packages

ELIXIR - GENSTAGE & FLOW

• Lessons From Our First Trillion Messages with Flow - John Mertens (EMPEX LA 2019)
• Sending Millions of HTTP Requests Using GenStage - Damir Gainetdinov
• Elixir/Flow — Local MapReduce - Mat Clutter
• GenStage: Keeping large amounts of data up-to-date with pipelines - Robert Beene (EMPEX 2018
• Small data with Elixir - José Valim
• Understanding Elixir’s GenStages: Querying the Blockchain - Miguel Palhas
• GenStage and Flow - José Valim (Lambda Days 2017)
• Announcing GenStage - José Valim
• Background Processing in Elixir with GenStage - Nitin Misra
• GenStage in the Kitchen - Claudio Ortolina (Elixir.LDN 2016)
• GenStage - José Valim (Elixir London June 2016))
• How Do I GenStage? - Adrian Dunston
• Reactive Tweets with Elixir GenStage - Mario Flach

ELIXIR - GRAPHQL

• ElixirConf 2018 - Making a GraphQL Server with Absinthe & Dataloader - Aaron Votre (ElixirConf 2018
• Building a Phoenix GraphQL API with Absinthe - Tivelop
• Build A Instagram Clone with React-Native, Graphql and Phoenix - EQuimper
• Serving it the Absinthe Way - Aaron Votre (Boston Elixir Meetup July 2018)
• A GraphQL-on-Elixir Primer - Bruce Williams (Code Beam SF 2018)
• Phoenix GraphQL Tutorial with Absinthe - Ryan Swapp
• GraphQL in Practice - Bruce Williams & Benjamin Wilson (ElixirConf.EU 2017)
• Live APIs with GraphQL Subscriptions - Bruce Williams & Ben Wilson (ElixirConf 2017)
• Building a Phoenix GraphQL API with Absinthe - Tivelop
• Testing a Large GraphQL API With Aplomb - Jeff Martin (The Big Elixir 2018)
• A shot of Absinthe: from zero to GraphQL in 40 minutes - Sam Davies (Code Elixir LDN 2018)
• AmberCasts #4: Getting started with GraphQL, Elixir & Absinthe - AmberBit (Warning: Has some nearly unreadable text)
• Meraj: GraphQL with Elixir/Phoenix and Absinthe | Authenticating Absinthe GraphQL APIs in Phoenix with Guardian

ELIXIR - HEX

• Writing and Publishing an Elixir Library - Nithin Bekal
• Publishing a package - Hex.pm

ELIXIR - HTTP CLIENTS

• httpoison: Github
• Tesla: Github
• Tesla: flexible HTTP client library for Elixir, with support for middleware and multiple adapters
• Working with HTTP/2 in Elixir - Peter Saxton (Elixir.LDN 2017)

ELIXIR - IDES

• Elixir-ls (VS Code) - Jake Becker
• IntelliJ-Elixir - Luke Imhoff

ELIXIR - JOBS

• Elixir-Companies

ELIXIR - KAFKA

• KafkaEx
• Kaffe
• brod
• KaufmannEx | KaufmannEx — Elixir Microservices with Kafka and Avro - 7Mind GmbH
• Cafex
• Connecting Elixir to Kafka with Kaffe - Meryl Dakin

ELIXIR - LOGGING & MONITORING

• Awesome Elixir: Logging & Instrumenting / Monitoring
• The Ultimate Guide to Logging in Elixir - Brandon Richey

ELIXIR - MACROS

• Using Functions in Elixir Guard Clauses - Chris Keathley
• Down the Rabbit Hole: Defining a guard-safe modulo operation in Elixir - Wiebe-Marten
• Jay Hayes: Metaprogramming: Programs That Write Programs | Elixir in Elixir - (Elixir & Phoenix Conf 2016 & Getting Started with Elixir Metaprogramming (blog post)
• Macros - Jason Cummings (ElixirDaze 2017)
• Understanding Elixir Macros, Part 1 - Basics - Saša Jurić, Part 2 - Micro theory, Part 3 - Getting into the AST, Part 4 - Diving Deeper, Part 5 - Reshaping the AST, Part 6 - In-place code generation
• Writing a simple macro in Elixir - Dave Thomas

ELIXIR - METAPROGRAMMING

• Metaprogramming Elixir - Chris McCord (NDC Oslo 2015)
• Mex: Elixir Shell helper for previewing macroexpansion - Luc Fueston

ELIXIR - MIX

• Intro to Mix
• The Mix & OTP Guide: (EPUB) | Online
• Mix Templates - Dave Thomas
• Mix Test.Watch: Automatically run your Elixir project's tests each time you save a file

ELIXIR - NEURAL NETWORKS

• AutomatingTheFuture.com - Quentin Thomas
• Artificial Neural Networks, Elixir, and You - Quentin Thomas

ELIXIR - OPUS

• Opus: framework for pluggable business logic components | Wiki
• How to create beautiful pipelines on Elixir with Opus - Rafael Soares

ELIXIR - OTP

• Consistent, Distributed Elixir - Chris Keathley (ElixirDaze 2018)
• The ABCs of OTP - Jesse J Anderson (ElixirDaze 2017) | Intro to OTP in Elixir - Jesse J. Anderson (Full Stack Talks Aug 2016) | slides | resource links
• Michael @ omgneering: GenServer basics | [GenServer Callbacks and concurrency](Elixir GenServer callbacks and concurrency) | Supervisor | Application (Part 1) | Application (Part 2)
• To spawn, or not to spawn? - Saša Jurić
• High availability with Elixir and Erlang - Saša Jurić (Full Stack Fest 2016) & High Availability - Saša Jurić
• Elixir/Erlang OTP in Microservice Architecture - Thomas Newton (Microservices Day New York 2017
• Per-user workers with custom queue processing (using GenServer and Supervisor) - Adam Hodowany
• The Mix & OTP Guide: (EPUB) | Online
• How OTP Applications are structured - Jeff Kreeftmeijer
• Creating Elixir libraries as OTP applications - Hubert Łępicki
• OTP in Elixir - Part 1 - Christian Di Lorenzo (Triangle Elixir 2016)
• Extending OTP with Custom Behaviours - Michał Muskała (ElixirLive 2016)
• Chat Bot: A Practical Walkthrough of the powerful Features Elixir/Erlang/OTP - Jeff Weiss
• Finding the needle in the Haystack: Breadth First Search... The Elixir Way - Quentin Thomas
• Re-architecting with Elixir/OTP and Pattern Matching - Mustafa Turan

ELIXIR - PACKAGES

• Hex.pm (Erlang & Elixir package manager)
• Rihanna: Fast, reliable, easy-to-use Postgres-backed distributed job queue - Sam Davies | Rihanna UI
• ExActor: Simplifies implementation of GenServer-based processes - Saša Jurić
• con_cache: ETS-based key/value cache with row level isolated writes and ttl support - Saša Jurić
• Vex: Data Validation for Elixir - CargoSense
• Elixir Package Building & Publishing - Step by Step Guide From Scratch - Blackode
• Apex: Awesome Print for Elixir
• BEAM Toolbox: categorized catalog of Hex packages for Elixir and Erlang - Henrik Nyh
• CSV: CSV Decoding and Encoding
• ExActor: Simplifies implementation of GenServer based processes
• Jolt: REST JSON API with zero coding (Mike Clark)
• Quantum: Cron-like job scheduler
• Scrivener: Paginate your Ecto queries (Drew Olson)

ELIXIR - PERFORMANCE

• Monitoring Production Elixir Applications - John Kelly (EMPEX 2017)
• Measuring your Elixir Application - Renan Ranelli (ElixirConf 2016) | Blog post: "A guide to measuring your Elixir app
• vmstats: gathers metrics on the Erlang VM and sends them to a configurable sink - Fred Hebert
• Gathering metrics in Elixir applications - Andrea Leopardi
• The Elixir Bottleneck - Dorian Iacobescu

ELIXIR - PHOENIX

• API Docs | Github
• Keynote: Phoenix 1.3 - Chris McCord (Lonestar ElixirConf 2017) & discussion
• Stateful Web Apps with Phoenix and OTP - Hannah Howard (Erlang & Elixir Factory SF 2017)
• Phoenix: an Intro to Elixir's Web Framework - Sonny Scroggin (NDC {London} 2017)
• Crowd-controlling a game with Elixir and Phoenix - Andrea Leopardi (NoSlidesConf Dec 2016)
• What the fuss about Phoenix - Saša Jurić (WebCamp Zagreb 2016) & slides
• Building a CMS with Elixir and Phoenix - Alchemist Camp
• ElixirConf 2016 Keynote on Phoenix 1.3- Chris McCord
• Rails to Phoenix - Brian Cardarella (RailsConf 2016)
• Phoenix: The Firehose Project: Hands-On Intro to Building Modern Web Applications With Elixir and Phoenix
• Photo Album: A Phoenix/Elixir web app - Khaja Minhajuddin: Part 1 | Part 2
• Elixir on the Web: Phoenix Rising - Artem Chernyak
• How We Replaced React With Phoenix - Blake Williams (Thoughtbot)
• Taking Off With Phoenix - Sonny Scroggin (Erlang Factory SF 2016) & (NDC London 2016
• New Heights - Chris McCord (ElixirDaze 2016)
• Building Phoenix Battleships - Ricardo García Vega: Github | 1: Designing the game mechanics | 2: Lobby Channel & Game Supervision | 3: Game setup | 4: Placing ships on board | 5: Let the battle begin!
• Elixir and Phoenix basic passwordless and databaseless authentication - Ricardo García Vega | Github
• Phoenix a web framework for the new web - José Valim (Lambda Days 2016) | #pivorak Lviv Ruby MeetUp
• Phoenix is not Rails - Chris McCord
• Intro to Phoenix - José Valim (Elixir Warsaw Meetup)
• Phoenix: A web framework for the new web - José Valim (PolyConf 2015)
• Phoenix - a framework for the modern web - Chris McCord (NDC Conference Norway 2015)
• ExCasts (requires free registration)
• Brandon Richey: Writing a Blog in Phoenix and Elixir, Part 1 | Part 2: Authorization | Debugging Phoenix with IEx.pry | Testing Validations in Elixir and Ecto | Writing a Blog Engine in Phoenix and Elixir: Part 4, Adding Roles to our Controllers | Errata 1 | Part 5, Adding ExMachina | Part 6, Markdown Support | Part 7, Adding Comments Support | Part 8, Finishing Comments | Part 9, Live Comments | Part 10, Testing Channels | Part 11, Better UI
• Trello clone with Phoenix and React - Ricardo García Vega
• Elixirdose.com Phoenix tutorial: Part 1 | Part 2 | Part 3 | Part 4 | Part 5
• Elixir Cocktails (blog)
• PhoenixFramework.org
• Build and test a blazing fast JSON API with Phoenix, an Elixir framework - Paul Smith
• The Changelog: "Elixir and Phoenix with Chris McCord"
• Basic web app with Phoenix - Michael Eatherly & Phoenix app with authentication - Michael Eatherly
• Serving Plug: Building an Elixir HTTP server from scratch - Jeff Kreeftmeijer
• Elixir Style Guide

ELIXIR - PHOENIX - 1.4

• Let's do Elixir and Phoenix together - Chris McCord (ElixirConf EU 2018)
• Keynote: Phoenix - Gauging Progress - Chris McCord
• Upgrading to Phoenix 1.4 - Zach Smith

ELIXIR - PHOENIX - 1.3

• Phoenix 1.2.x to 1.3.0 Upgrade Instructions - Chris McCord
• Why changes in Phoenix 1.3 are so important? - Nikita Sobolev

ELIXIR - PHOENIX - AUTH/AUTH

• Awesome Elixir: Authentication & Authorization
• Guardian: Elixir authentication & GuardianDB
• Coherence - Github | Docs
• comeonin: Password hashing library - David Whitlock
• coherence
• canada
• phauxth
• doorman: Tools to make Plug, and Phoenix authentication simple and flexible - Blake Williams
• policy_wonk: Elixir authorization and resource loading in Plug form for Phoenix - Boyd Multerer
• User Authentication with Guardian for Phoenix 1.3 Web Apps - Meraj
• JWT Auth in Phoenix with Joken - Sophie DeBenedetto
• JWT Auth with an Elixir on Phoenix 1.3 API and React Native, Nick West: Part I: Phoenix JWT API | Part II: Building a React Native JWT Client | Part III: Building a React Native JWT Client: API Requests and AsyncStorage
• Phoenix: Authentication and Authorization using Plugs - iVitaly Tatarintsev
• User Authentication in Phoenix with Guardian & Überauth - Ulan Abdurazakov
• Passwordless login with phoenix - Thiago Borges (July 2016)
• Elixir/Phoenix — Build a simple chat room - Stephan Bakkelund Valois
• Authentication in Phoenix/Elixir app with Ueberauth and Guardian - Ulan Abdurazakov

ELIXIR - PHOENIX - CHANNELS

• Using channels in Phoenix - Vitaly Tatarintsev
• Phoenix PubSub: Using Phoenix.PubSub to send messages across processes - Hubert Pompecki
• Phoenix WebSockets Under a Microscope - Dimitris Zorbas

ELIXIR - PHOENIX - DEPLOYMENT

• Distillery: Phoenix Walkthrough
• Elixir Phoenix 1.4 Deployments with Distillery and Edeliver on Ubuntu - Troy Martin
• Implementing Connection Draining for Phoenix (or any library that uses Ranch!) - Derek Kraan
• Exrm Releases (also applies to Distillery) - PhoenixFramework.org
• Deploying Phoenix Applications with Exrm - Brandon Richey
• Setting Up Phoenix/Elixir With Nginx and LetsEncrypt - Andrew Forward
• Phoenix Flying High: Deploying Phoenix The Final Part
• Using Phoenix With Docker, Part 3: Containerization - Florian Kraft
• One-Click Install Elixir on Ubuntu 14.04 with DigitalOcean
• Deploying Phoenix on Dokku - Henrik Nyh
• Deploying a Phoenix application using ansible-elixir-stack - Johan Wärlander
• Ansible-elixir-stack

ELIXIR - PHOENIX - EXAMPLE APPLICATIONS

• phoenix-trello

ELIXIR - PHOENIX - JSON

• Awesome Elixir: JSON
• A Phoenix and Elixir REST API - Bill Peregoy: Part 1 | Part 2
• Building and testing a Phoenix JSON API - Paul Smith (Thoughtbot)

ELIXIR - PHOENIX - LIVEVIEW

• Phoenix LiveView: Interactive, Real-Time Apps. No Need to Write JavaScript - Chris McCord

ELIXIR - PHOENIX - PERFORMANCE

• Elixir vs Ruby Showdown - Phoenix vs Rails - Chris McCord
• Benchmarking Phoenix vs Rails vs Sinatra vs Express vs Martini - Matthew Rothenberg

ELIXIR - PHOENIX - PHOENIX PRESENCE

• Real-time dashboards powered by Elixir - Jacqueline Manzi
• Elm Phoenix.Presence Demo - Josh Adams
• Building a Chat App with Elixir and Phoenix Presence - Steve Grossi
• Ecto 2 and Phoenix Presence with José Valim and Chris McCord (Changelog)

ELIXIR - PHOENIX - PLUGS

• Learning Elixir Plugs by Finding Books - Alex Koppel
• Just Enough Plug to Build a Web server - Ole Michaelis (ElixirConf.EU 2017)
• The Story of Conn in the world of Phoenix - Shankar Devy
• Phoenix: Plug.Conn
• Überauth - Elixir Authentication System for Plug-based Web Applications
• Simple Guardian: Github | Browser login | API authentication | User permissions | Multiple sessions

ELIXIR - PHOENIX - PUB/SUB

• Using Phoenix.PubSub to manage side effects - Marcel Horlings

ELIXIR - PHOENIX - TESTING

• How to do Outside-In TDD with Phoenix - Yiming Chen
• End-to-end Testing in Elixir with Hound - Maciej Woźniak
• Running Your Phoenix Tests Using Docker - Jason Kriss

ELIXIR - PHOENIX - VIDEOS

• José Valim screencasts (Twitch.tv)
• Exploring Elixir (Youtube screencasts) - Aaron Seigo
• Phoenix 1.2 and Beyond - Chris McCord (ElixirConfEU 2016)
• Arisen from the Ashes: Phoenix.js and Websockets - Max Beizer
• Phoenix Takes Flight - Chris McCord (ElixirConf EU 2015)
• What's Next for Phoenix - Chris McCord (ElixirConf 2015)
• Phoenix: Productive. Reliable. Fast. - Chris McCord (LoneStarRuby 2015)
• Real time web applications with Elixir and Phoenix - Eoin Shanaghy (CorkDev 2015)
• Phoenix: A web framework for the new web - José Valim (PolyConf 2015)
• Elixir, Phoenix and the PEEP Stack - Chris Nelson (Cincy Web Tech Summit)
• Phoenix - A Framework for the Modern Web - Chris McCord
• Live With Elixir & Phoenix (& React)- @mrwade
• Phoenix with Elm - Alan Gardner: Video (ElixirConf 2015) & Blog: Pt 1 | Pt 2 | Pt 3 | Pt 4 | Pt 5 | Pt 6 | Pt 7 | Pt 8 | Pt 9 | Pt 10 | Pt 11
• Phoenix asset handling with brunch - Chris McCord
• Individualized Content at Web-Scale - Michael Schaefermeyer (ElixirConf EU 2015)
• Creating a chat application in 15 minutes with Phoenix - Darko Fabijan (PolyConf 14)
• Rise of The Phoenix: Building an Elixir Web Framework - Chris McCord (ElixirConf 2014)
• Phoenix Book Club - Michael Ries

ELIXIR - PHOENIX - WEB SOCKETS

• Writing an Evented WebSocket Client - Eric Oestrich
• The joy of React+Redux with Elixir/OTP - Nacho Martin
• Event Sourcing in React, Redux & Elixir — how we write fast, scalable, real-time apps at Rapport - Gary McAdam
• Driving Phoenix sockets - Saša Jurić

ELIXIR - PODCASTS

• Elixir Fountain (defunct)
• Elixir Mix
• Elixir Outlaws
• Elixir Talk
• Indielixir - Carter Bryden

ELIXIR - PROJECTS

• Bamboo: Testable, composable, and adapter based Elixir email library (Thoughtbot)
• Moebius: Functional (database) query tool for Elixir (Rob Conery)
• Learn Elixir: Building a Neural Network from Scratch - Karmen Blake (ElixirDaze 2016)
• Adventures in Robotics with Elixir by Jean-François Cloutier (ElixirDaze 2016)
• Building a non-trivial robotic brain in Elixir - Jean F. Cloutier (Boston Elixir - January 2016) & Robot.ex blog
• ExSamples: Initializes lists of maps, structs or keyword lists using tabular data in Elixir - Marlus Saraiva

ELIXIR - PROTOCOLS

• A Practical Guide to Elixir Protocols - Kevin Rockwood
• Polymorphism With Protocols in Elixir - Ilya Bodrov
• A Practical Guide to Elixir Protocols - Kevin Rockwood (ElixirConfEU 2017)

ELIXIR - PUSHEX

• Announcing PushEx: Open-Source WebSocket Push Server in Elixir - Stephen Bussey
• PushEx

ELIXIR - RIAK CORE

• Riak Core
• Create a riak_core application in Elixir - GPad: Part 1 | Part 2 | Part 3 | Part 4

ELIXIR - SCENIC

• scenic | scenic.new
• Introducing Scenic A Functional UI Framework - Boyd Multerer (ElixirConf 2018)
• Getting started with Scenic in Elixir: Crafting a simple snake game - Giancarlo França & code on Github

ELIXIR - SECURITY

• Awesome Cryptography
• Securing Elixir Applications - Bram Verburg (ElixirConfEU 2016) | slides
• Paladin: JWT-based service to service protector for Elixir umbrella apps

ELIXIR - STREAMS

• Elixir Findings: Asynchronous Task Streams - Dino Costa
• Test-Driving a Stream-powered Elixir Library - Thiago Araújo Silva
• How to build Streams in Elixir easily with Stream.resource/3 Awesomeness - Benjamin Tan
• Elixir Stream Patterns - Joseph Kain

ELIXIR - STRINGS

• Elixir string interpolation for the Rubyist (and others) - Henrik Nyh

ELIXIR - TESTING

• Track-switching in a large Elixir web application - 9elements
• Lightweight dependency injection in Elixir (without the tears) - Andrew Hao
• Mocks and explicit contracts - José Valim
• Testing function delegation in Elixir without stubbing - Brian Cardarella

ELIXIR - TESTING - HOUND

• Concurrent Feature Tests with Phoenix and Hound - Kevin Rockwood

ELIXIR - TESTING - MOX

• Functional Mocks with Mox in Elixir - Andrew Hao

ELIXIR - PROPERTY-BASED TESTING

• StreamData: Elixir library for data generation and property-based testing - Andrea Leopardi
• Quixir: Property-based testing for Elixir - Dave Thomas
• Propcheck: Property-based testinf for Elixir - Klaus Alfert
• Property-Based Testing - Exploring Elixir
• Property-Based Testing with PropEr, Erlang, and Elixir - Fred Hebert | Older but free "PropEr Testing" website

ELIXIR - TESTING - WALLABY

• Wallaby: Docs | Github
• Integration Testing Phoenix With Wallaby - Jake Worth
• Concurrent Feature Testing with Wallaby by Chris Keathley (ElixirConf 2016) | slides
• Introducing Wallaby – Concurrent Feature Tests for Elixir and Phoenix - Chris Keathley

ELIXIR - TESTING - QUICKCHECK

• QuickCheck for Elixir - Generate Tests Automatically - Thomas Arts (ElixirConf 2015)

ELIXIR - TYPES

• Typespecs - Elixir docs
• Type Specifications and Erlang

ELIXIR - TYPES - DIALYZER/DIALYXIR

• Hype For Types Using Dialyzer to Bring Type Checking to Your Elixir Code - Emma Cunningham (Code Beam SF 2018)
• Dialyxir & Dialyzer
• Dialyzer: Optimistic Type Checking for Erlang and Elixir - Jason Voegele: ElixirConf 2016 | λC 2016
• Practical Type Inference Based on Success Typings - Tobias Lindahl & Konstantinos Sagonas

ELIXIR - TYPES - ELCHEMY

• Elchemy: Write Elixir code using statically-typed Elm-like syntax (compatible with Elm tooling): Github
• Elchemy book

ELIXIR - TYPES - TIME

• Michał Muskała: Unix Timestamps in Elixir 1.4 & Unix Timestamps in Elixir

ELIXIR - UMBRELLA PROJECTS

• Using an Elixir Umbrella - Georgina Mcfadyen
• Implementing Bounded Contexts in Elixir - Leandro Cesquini Pereira
• Umbrella Apps-Winter is coming - Luis Ferreira (Functional Conf 2017)
• Building Umbrella Projects - Wojtek Mach (ElixirConf 2016) & Acme Bank is an example project to explore and experiment with building modular and maintainable Elixir/Phoenix applications

ELIXIR - VIDEOS

• Lonestar ElixirConf: 2019 | 2018 | 2017
• EMPEX: 2019 LA | 2018 NYC | 2018 LA | 2017 | 2016
• The Big Elixir: 2018
• Code Elixir LDN: 2018 | 2017 | 2016
• EveryElixirVideo.page
• ElixirConf: 2018 | 2017
• Code BEAM: Munich 2018 | Berlin 2018 | SF 2018 | STO 2018
• ElixirDaze: 2018 (Youtube) | 2018 (Confreaks) | 2017 | 2016 (Youtube) | 2016 (Confreaks)
• Erlang Solutions Webinars
• Erlang & Elixir Factory SF 2017
• BEAM Channel - Zachary Kessin
• Josh Adams working on Firestorm UI
• ElixirConf: 2016 videos | 2015 videos | 2014 videos
• ElixirConf EU: 2017 videos | 2016 videos | 2015 videos
• Elixir videos (Vimeo)
• ElixirConf 2015 videos
  • Keynote: The Pendulum - Bruce Tate
  • Confident Elixir - Lance Halvorsen
• Discovering Processes - Saša Jurić (ElixirConfEU 2016)
• Elixir Adoption at Scale: A Comprehensive Guide - Ben Marx - EFLBA2017
• Elixir Remote Meetup - DailyDrip.com
• Three and a Half Ways Elixir Changed Me (and Other Hyperbole) - Rob Conery (NDC London 2016)
• Elixir Is Neat But What Can You Actually Do With It? - Rob Conery (NDC Oslo 2016)
• Elixir Should Take Over the World - Jessica Kerr (ElixirConf 2015)
• What's Ahead for Elixir? - José Valim (ElixirConfEU 2016) | slides
• Explore Elixir Using Board Game Logic - Torben Hoffmann | source code (Github)
• Building Multiplayer Games with Phoenix and Phaser - Keith Salisbury (ElixirConfEU 2016
• Indy Elixir First (Virtual) Meetup!
• Concurrent and Resilient Connections to Outside the BEAM - Andrea Leopardi (ElixirConfEU 2016) | slides
• What Elixir Is About - José Valim (Erlang User Conference 2015)
• Rewriting a Ruby application in Elixir - Claudio Ortolina (ElixirConf 2015)
• Erlang Factory SF 2015 videos
• Idioms for Building Distributed Fault-tolerant Applications with Elixir - José Valim (goto; conference)
• "Elixir and the Internet of Things" - Doug Rohrer (Strangeloop 2014)
• The Climb Experiencing the Rise of Elixir from the Inside - Bruce Tate & Dave Thomas (Erlang Factory SF 2016)
• Elixir - A modern approach to programming for the Erlang VM - José Valim (old but still informative)

ELIXIR - WEBRTC

• WebRTC and Phoenix, when μ Seconds aren't Fast Enough - Jason Stiebs (ElixirConf 2016) | phoenix_webrtc code
• simple-peer: Simple WebRTC video/voice and data channels

ELM

• Moved to Elm.markdown (because Github was truncating this page)

EMACS

• Emacs Reference Card
• Emacs Manual: PDF | HTML - 1 page | HTML - page-per-node | compressed Postscript

EMACS - EMACS LISP

• Emacs Lisp Guide - Chris Done
• Intro to Programming in Emacs Lisp - Robert J. Chassell

EMACS - MAGIT

• Magit User Manual: PDF
• Magit-Popup User Manual - Jonas Bernoulli: main page | PDF
• Visual Walk-through with screenshots
• Screencasts
• Magit: Git in Emacs - Jason Milkins (Grumpy Gits SG)
• Youtube screencasts
• Wiki
• Forum
• Cheatsheet
• Magit Reference Card

ERLANG

• The Erlang Rationale - Robert Virding
• The Zen of Erlang - Fred Hebert (Reactive Summit 2016)
• Functional Programming in Erlang - Simon Thompson (University of Kent (UK))
• Spawned Shelter: collection of the best articles, videos and books for learning Erlang, the internals of its VM and other languages that run on top of it
• Learn You Some Erlang for Great Good! - Fred Hebert
• Erlang in Anger - Fred Hebert
• Spawned Shelter: Collection of articles, videos & books for learning Erlang
• Erlang Quick Reference Card v1.0, 2011-11-13, Pawel Stolowsk
• Awesome Erlang - Curated list of libraries, resources & more - David Robakowski
• Erlang Koans - Patrick Gombert
• Why We Chose Erlang over Java, Scala, Go, C - Colin Hemmings (QCon 2017)
• Solving the Stable Marriage problem with Erlang
• Erlang - TutorialsPoint
• Thinking in a Highly Concurrent, Mostly-functional Language - Francesco Cesarini (ElixirConf 2014)
• Advanced-Erlang.com
• ErlangCentral Wiki
• MostlyErlang.com
• Erlang: the Power of Functional Programming - Simon Thompson (EFLBA2017)

ERLANG - ALPACA

• Alpaca: Functional programming inspired by ML for the Erlang VM

ERLANG - BEAM

• The Erlang Runtime System (a.k.a., The BEAM Book): Github (source) & PDF
• How does fault tolerance work in Erlang? - Charlotte Lorelei Oliveira (Code BEAM Lite Munich 2018)
• Hitchhiker's Tour of the BEAM - Robert Virding
• Inside memory management on the BEAM - Devon Estes (Code BEAM Lite Munich 2018)
• BEAM Wisdoms: collection of easy to read (ELI5) articles as well as in-depth knowledge such as VM internals, memory layout, opcodes
• Erlang Garbage Collector - Lukas Larsson
• The Erlang VM or How I Stopped Worrying & Started Loving Parallel Programming - E.Stenman (GOTO 2013)

ERLANG - BLOGS

• Erlang Battleground
• Erlang Solutions
• This Week in Erlang - Sasan Gootik

ERLANG - DEPLOYMENT

ERLANG - DEPLOYMENT - AWS

• erlcloud: AWS APIs library for Erlang (Amazon EC2, S3, SQS, DDB, ELB and etc)

ERLANG - DISTRIBUTION

• Scaling Erlang cluster to 10,000 nodes - Maxim Fedorov (Code Mesh LDN 18)
• Distributed War Stories - Miriam Pena (EMPEX LA 2019)
• Erlang distribution over TLS - Magnus Henoch
• Partisan: Flexible, TCP-based membership system for Erlang/Elixir & Partisan: Enabling Cloud-Scale Erlang Applications - Christopher S. Meiklejohn & Heather Miller (PDF)
• Scaling Distributed Erlang - Zandra Norman (ElixirConfEu 2016)

ERLANG - DOCUMENTATION

• Erlang/OTP System Documentation: PDF (includes all the following):
  • Installation Guide: HTML
  • System Principles: HTML
  • Embedded System: HTML
  • Getting Started With Erlang User's Guide: HTML
  • Erlang Reference Manual User's Guide: HTML
  • Programming Examples: HTML
  • Efficiency Guide: HTML
  • Interoperability Tutorial: HTML
  • OTP Design Principles User's Guide: HTML
  • Operation & Management (OAM) Principles: HTML
• Applications:
  • Crypto: HTML & PDF
  • Dialyzer: HTML & PDF
  • Diameter: HTML & PDF
  • Erlang Run-Time System App (ERTS): HTML & PDF
  • Inets: HTML & PDF
  • Kernel: HTML & PDF
  • Mnesia: HTML & PDF
  • Observer: HTML & PDF
  • ODBC: HTML & PDF
  • OS Mon: HTML & PDF
  • ParseTools: HTML & PDF
  • RelTool: HTML & PDF
  • RuntimeTools: HTML & PDF
  • SASL (System Architecture Support Libraries): HTML & PDF
  • SSL: HTML & PDF
  • Std Lib User's Guide: HTML & PDF
  • Std Lib Reference Manual: HTML & PDF (I can't find the PDF for this)
  • Tools: HTML & PDF
  • Wx: HTML & PDF
  • Xmerl: HTML & PDF
  • More docs
  • More modules
  • More library docs
• Erlang/OTP 20.0
• An Erlang Course
• Erlang.org docs | erlang-questions (Google group)
• ErlDocs.com
• Getting Started with Erlang User's Guide - Ericsson
• System Principles User's Guide - Ericsson
• Erlang Reference Manual User's Guide - Ericsson
• Programming Rules and Conventions
• Time in Elixir

ERLANG - ERLANG ECOSYSTEM FOUNDATION

• Introducing the Erlang Ecosystem Foundation (Code BEAM SF 19)

ERLANG - ETS

• Documentation
• Bears, ETS, Beets - Learn You Some Erlang

ERLANG - EXAMPLES

• Vegur: HTTP Proxy Library - Heroku & Heroku Proxying becomes Free Software

ERLANG - FORGETS

• ForgETS: a globally distributed database - Mikhail Vorontsov (Code Beam STO 2018)
• A Reflection on Building the WhatsApp Server - Anton Lavrik (Code BEAM 2018)

ERLANG - HISTORY

• Erlang: The Movie
• Erlang: The Movie II: The Sequel

ERLANG - MNESIA

• Where Did I Put My Data? - Alex Peachey (EMPEX LA 2019)
• Store Everything With Elixir and Mnesia - Ilya Bodrov
• Mnesia: Docs

ERLANG - MONITORING & PERFORMANCE

• Erlang Performance Lab (developer tool, not production monitoring): website | Youtube | Github | Twitter
• Erlang Performance Lab - Michal Slaski (Erlang & Elixir Factory SF 2017)

ERLANG - OTP

• Essential Erlang/OTP - Garrett Smith
• gen_statem - The Tool You Never Knew You Always Wanted - Raimo Niskanen (Code BEAM SF 2018)
• OTP Has Done It - Nick DeMonner (ElixirConf 2015)
• The Pooler Story: How I Learned OTP by Writing a Connection Pool - Seth Falcon (Erlang Factory SF 2013)
• The Zen of Erlang - Fred Hebert (Reactive Summit 2016)
• Intro to OTP in Elixir - Jesse J. Anderson (Full Stack Talks 2016)
• Erlang Micro-Services with all the Buzzwords - Chad Gibbons (Erlang Users Conference 17
• OTP in Elixir: Part 1 - Christian Di Lorenzo (Triangle |> Elixir)
• Erlang Design Principles
• [A Peek Inside Erlang's OTP - Steve Vinoski(https://www.youtube.com/watch?v=PkHZPTn1brc)]
• It's About the Guarantees - Fred Hébert

ERLANG - PACKAGES

ERLANG - PACKAGES - POOLBOY

• Poolboy - Worker pool factory
• Managing processes with Poolboy in Elixir - Akash Manohar
• Elixir Poolboy Example - TheStoneFox

ERLANG - PERFORMANCE

• Comparison of Erlang Runtime System and Java Virtual Machine - Tõnis Pool
• Faults, Scaling, and Erlang concurrency - Joe Armstrong (Stanford University seminar 2014)

ERLANG - TESTING

ERLANG - TESTING - PROPERTY-BASED

• PropEr Testing - Fred Herbert

ERLANG - VIDEOS

• Intro to Erlang - Philip Clarke
• Erlang Express - Simon Thompson: 1: Basic Erlang I | 2: Basic Erlang II | 3: Sequential Erlang
• Writing Quality Code in Erlang - Garrett Smith (2014)
• Erlang User Conf 2016
• Functional Programming with Erlang
• Erlang Master Class (University of Kent): Class 1: Functional Programming | Class 2: Concurrent Programming | Class 3: OTP Behaviours & Releases
• Erlang videos (InfoQ)
• ErlangSolutions Youtube videos
• ICFP Erlang videos: 2018 | 2016 (10 videos)
• Erlang videos (Vimeo)
• Concurrency + Distribution = Scalability + Availability, a Journey architecting Erlang Systems - Francesco Cesarini (NDC London 2016)
• Introduction to Erlang - Steven Proctor (LambdaConf 2015)
• Faults, Scaling, and Erlang Concurrency - Joe Armstrong (Stanford Seminar)
• That's "Billion" With a "B": Scaling to the Next Level at WhatsApp - Rick Reed (Erlang Factory SF 2014)
• Scaling Distributed Erlang - Zandra Norman (ElixirConfEU 2016) | slides
• Rackspace interviews Erlang creators Joe Armstrong and Robert Virding
• Erlang Master Classes
• Erlang Factory SF 2015 videos
• An Introduction to Erlang (for Python programmers) - Paul Barry
• Intro to Distributed Erlang - Bryan Hunter

EMERGING TECHNOLOGIES

• ThoughtWorks Technology Radar

EVENT SOURCING, CQRS, DDD, & MICROSERVICES

• How Events Are Reshaping Modern Systems - Jonas Bonér: (ReactiveConf 2017) | (Devoxx Belgium 2017)
• Design Microservice Architectures the Right Way - Michael Bryzek
• Building Event Driven Services with Apache Kafka and Kafka Streams - Ben Stopford (Devoxx Belgium 2017)
• Design Patterns: Why Event Sourcing? - Greg Young
• Event Sourcing: You are doing it wrong - David Schmitz
• Rethinking Microservices with Stateful Streams - Ben Stopford (Devoxx Poland 2017)
• Experimentation Using Event-based Systems - Martin Fowler + Toby Clemson (Kafka Summit 2018)
• Building event-driven (Micro)Services with Apache Kafka - Guido Schmutz (VoxxedDays Zurich 2018)
• The Naked Truth About Migrating to Microservices - (CodeNode London 2018)
• Microservice communication and integration: what are my options? - Kate Stanley (JFokus 2017)
• Building a Microservices Ecosystem with Kafka Streams and KSQL - Ben Stopford
• Event Sourcing, Distributed Systems & CQRS - Sebastian Daschner & scalable-coffee-shop (event-driven example app in Java)
• How to build an event driven, dynamically re configurable micro services platform - Sven Beauprez (Devoxx Belgium 2017)
• Exploring CQRS and Event Sourcing - Microsoft Developer Network
• There is No Such Thing as a Microservice! - Chris Richardson (Explore DDD Conf 2017)
• Building beautiful systems with Phoenix contexts - Andrew Hao (ElixirDaze 2018)
• Effective Aggregate Design - Vaughn Vernon
• Introduction to CQRS and Event Sourcing Patterns - Mathew McLoughlin (NDC Conference 2017) & example code
• Scaling Event Sourcing for Netflix Downloads - Karen Casella, et al.: Part 1 | Episode 2
• Effective Microservices in a Data-Centric World - Randy Shoup (GOTO Chicago 2017)
• Domain-Driven Design Quickly - Abel Avram and with Floyd Marinescu (free book from InfoQ)
• Developing Transactional Microservices Using Aggregates, Event Sourcing and CQRS - Chris Richardson: Part 1 & Part 2
• DDD and Microservices: At Last, Some Boundaries! - Eric Evans (QCon London 2016)
• Events Are Not Just for Notifications - Greg Young (QCon 2011)
• Event Sourcing and CQRS from the Trenches - Sidney Shek (YOW! Lambda Jam 2016)
• Reactive Microservices Architecture (Jonas Bonér) (free book from O'Reilly)
• The evolution of scalable microservices - Jonas Bonér
• The Many Meanings of Event-Driven Architecture - Martin Fowler (GOTO Chicago 2017)
• CQRS and an Event Sourcing Architecture With Spring - Eugen Paraschiv (VoxxedDays Bucharest 2016)
• Microservices Data Patterns: CQRS & Event Sourcing - Edson Yanaga (Devoxx Belgium 2017)
• Migrating to Microservice Databases: From Relational Monolith to Distributed Data - Edson Yanaga (free book from O'Reilly)
• The Evolution of Microservices - Adrian Cockcroft (Association for Computing Machinery (ACM) 2016)
• Principles Of Microservices - Sam Newman (Devoxx US 2015)
• DDD-CQRS-ES Slack group
• DDD/CQRS/Event Sourcing/Whatever Google group
• InfoQ: Microservices resources | CQRS resources | Reactive programming resources | Streaming resources | Container resources
• Steve Yegge's Google Platforms Rant
• CQRS & Event Sourcing blog - Daniel Whittaker
• When, Why, and How to CQRS - Sebastian Daschner (2017)
• The 6 Rules for Modernizing Your Legacy Java Monolith with Microservices - Kevin Webber (Lightbend)
• The Seven (More) Deadly Sins of Microservices - Daniel Bryant (GOTO Chicago 2017)
• Commander: Better Distributed Applications through CQRS and Event Sourcing - Bobby Calderwood & code
• Domain-Driven Design for the Database Driven Mind - Julie Lerman (2015)
• Implementing an Event-Driven Microservices Architecture: A Case Study of Jet.com - Nikhil Barthwal (LambdaDays 2017)
• Conflict Resolution for Eventual Consistency - Martin Kleppmann (GOTO 2016)
• Microservices and the Inverse Conway Manoeuvre - James Lewis (NDC {London} 2017)
• Intro to CQRS and Event Sourcing Patterns - Mathew McLoughlin
• Intro to CQRS - Event Sourcing, Distributed Systems, & CQRS - Sebastian Daschner
• A Decade of DDD, CQRS, Event Sourcing - Greg Young (Domain-Driven Design Europe)
• What if we stored events instead of state? - Jef Claes
• Building Microservices with Event Sourcing and CQRS - Michael Ploed
• Microservices Resource Guidei - Martin Fowler
• Event Store and Web Applications - Greg Young
• Event Sourcing is actually just functional code - Greg Young
• Event Sourcing and Stream Processing at Scale - Martin Kleppmann
• Event Sourcing & Functional Programming: a pair made in heaven - Paul Szulc (Devoxx Poland 2015)
• Developing Functional Domain Models with Event Sourcing - Chris Richardson (Scala By The Bay 2015)
• DDD & REST - Domain Driven APIs for the web - Oliver Gierke (SpringOne Platform 2016)
• Developing Microservices With Aggregates - Chris Richardson: (SpringOne Platform 2016) & (Devox US 2017) & slides (SpringOne Platform 2016 & slides (DevNexus 2017) & slides (Munich Microservices Meetup 2015)
• CQRS/DDD by Greg Young (Professional.NET 2011)
• Event Sourcing - Martin Fowler
• Why Microservices Should Be Event Driven: Autonomy vs Authority - Christian Posta
• Patterns and practices for real-world event-driven microservices - Rachel Reese (NDC Conferences 2016) (middle section is long digression on F#)
• Event Sourcing - Bryan Reinero (GoRuCo 2015)
• Introduction to Event Sourcing - Duncan Jones, HedgeFacts
• Develop faster with an open source microservices platform - James Strachan (Devoxx 2016)
• Polyglot Data - Greg Young (GOTO Conference 2014)
• CQRS and Event Sourcing - Greg Young (Code on the Beach 2014)
• Querying Event Streams - Greg Young (React 2014)
• CQRS Class - Greg Young
• Building and Deploying Microservices with Event Sourcing, CQRS and Docker - Chris Richardson
• Microservices Evolution: How to break your monolithic database - Edson Yanaga (Devoxx Belgium)
• Powering Microservices with Docker, Kubernetes, Kafka and MongoDB - Andrew Morgan (MongoDB Europe 2016)
• Event Sourcing and CQRS - Joe McBride
• How to Write Applications Using Event Souring and CQRS: X Crash Course - X-Team
• Event Sourcing and CQRS From the Trenches - Sidney Shek (YOW! Lambda Jam 2016)
• Immutability Changes Everything - Pat Helland
• CQRS with Elixir and Phoenix - Jean-François Cloutier
• Functional and Reactive Event Sourced Applications - Renato Cavalcanti ({codemotion Amsterdam 2016})
• Panel: "DDD/CQRS/ES" (wroc_love.rb 2015)
• Konrad Garus: Intro to Event Sourcing and Command-Query Responsibility Segregation | Achieving Consistency in CQRS with Linear Event Store | Writing an Event-Sourced CQRS Read Model | Persistence in CQRS Read Models
• Advanced Topics in Event Sourcing / CQRS / DDD - Sebastian Harko

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - BLOGS

• Christian Posta

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - BOOKS (NON-FREE)

• Patterns, Principles, and Practices of Domain-Driven Design - Scott Millett & Nick Tune
• Streaming Data - Andrew G. Psaltis
• Event Streams in Action - Alexander Dean
• Functional and Reactive Domain Modeling - Debasish Ghosh
• Kafka Streams in Action - William P. Bejeck, Jr.
• Microservice Patterns - Chris Richardson
• Reactive Design Patterns - Roland Kuhn with Brian Hanafee and Jamie Allen
• Versioning in an Event Sourced System - Gregory Young

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - DOMAIN-DRIVEN DESIGN

• Designing Reactive Systems with Event Storming - Lutz Huehnken (microXchg 2018)
• Explore DDD Conference 2017
• Awesome DDD - Nick Chamberlain
• Domain Driven Design and Onion Architecture in Scala - Wade Waldron (Scala Days 2016)
• Tackling Complexity in the Heart of Software - Eric Evans (Explore DDD Conference 2017)
• Domain Modeling Made Functional - Scott Wlaschin (NDC {Sydney} 2017) & NDC {Oslo}
• DDD & Microservices: At Last, Some Boundaries! - Eric Evans (GOTO 2015)
• Modeling With Aggregates - Pieter Koornhof
• Domain-Driven Design Europe 2017
• Domain-Driven Design Europe 2016
• Functional Patterns in Domain Modeling — Debasish Ghosh (Scala World)
• Domain Driven Design: The Good Parts - Jimmy Bogard {NDC Sydney 2016}
• Event Storming - Alberto Brandolini (wroc_love.rb 2015)
• How To Distill The Core Domain From Your Legacy App (Live Coding) - Thomas Pierrain & Bruno Boucard (Explore DDD 2017)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - GRPC

• GRPC.io | Github
• Awesome-GRPC
• Efficient service communication with gRPC - Petra Bierleutgeb (microXchg 2018)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - JAVASCRIPT

• CQRS.js.org
• CQRS and Event Sourcing in the AWS Cloud - Gunnar Wrobel, Sven Schröder (microXchg 2018)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA

• kafka.apache.org
  • Intro
  • Quickstart
  • Use Cases
  • Documentation
  • Performance
  • Powered By
  • Papers & Presentations
  • Wiki
  • Ecosystem
• Examples - Confluent
• Streaming Audio Podcast - Confluent
• Event-Driven Architectures - Jay Kreps
• Commit Logs in an Age of Microservices by Tim Berglund (#MeetTheExperts)
• Kafka: The Definitive Guide - Neha Narkhede, Gwen Shapira & Todd Palino (Confluent)
• The Present and Future of the Streaming Platform - Neha Narkhede (Kafka Summit London 2018)
• Kafka and Event-Oriented Architecture - Jay Kreps (Kafka Summit SF 2018)
• The Log: What every software engineer should know about real-time data's unifying abstraction - Jay Kreps
• Thorough Introduction to Apache Kafka™ - Stanislav Kozlovski
• Toward a Functional Programming Analogy for Microservices - Bobby Calderwood
• Is Kafka a Database? - Martin Kleppmann (Kafka Summit SF 2018)
• Amy Boyle (NewRelic): Using Apache Kafka for Real-Time Event Processing at New Relic | Effective Strategies for Kafka Topic Partitioning
• Kafkapocalypse: Monitoring Kafka Without Losing Your Mind - Ben Summer (NewRelic)
• Publishing with Apache Kafka at The New York Times - Boerge Svingen (Confluent)
• Event sourcing using Kafka - Adam Warski
• Intro to Apache Kafka as Event-Driven Open Source Streaming Platform - Kai Waehner (VoxxedDays Zurich)
• Lessons learned from Kafka in production - Tim Berglund
• Kafka Summit NYC 2017 videos & slides
• Ben Stopford (Confluent): The Data Dichotomy- Rethinking the Way We Treat Data and Services | Build Services on a Backbone of Events | Using Apache Kafka as a Scalable, Event-Driven Backbone for Service Architectures | Chain Services with Exactly Once Guarantees | Messaging as the Single Source of Truth | Leveraging the Power of a Database Unbundled | Building a Microservices Ecosystem with Kafka Streams and KSQL
• KSQL Developer Guide - Confluent
• Building Event-Driven Services with Apache Kafka | Putting the Micro into Microservices with Stateful Stream Processing
• Distributed Commit Log: Application Techniques for Transaction Processing - David McNeil
• Distributed Commit Logs with Apache Kafka - James Ward (Devoxx Belgium 2016)
• Confluent.io: Blog | Resources
• Exactly-Once Semantics in Kafka: Listen up, I will only say this once! - Jason Gustafson
• Transactions in Apache Kafka - Apurva Mehta and Jason Gustafson
• When Microservices Meet Event Sourcing - Vinicius Gomes (O'Reilly Software Architecture Conference NYC 2017)
• Apache Kafka and the Next 700 Stream Processing Systems - Jay Kreps
• Reducing Microservice Complexity with Kafka and Reactive Streams - Jim Riecken (Scala Days New York 2016)
• Stream All Things - Patterns of Modern Data Integration - Gwen Shapira (GOTO Chicago 2017)
• A practical introduction to event sourcing and CQRS - Robert Lemke (Neos CMS 2017) (discusses Neos Flow for PHP)
• How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka - Kai Waehner
• Standing on the Distributed Shoulders of Giants - Pat Helland (Kafka Summit 2017)
• fast-data-dev: Kafka Docker for development. Kafka, Zookeeper, Schema Registry, Kafka-Connect, Landoop Tools, 20+ connectors - Landoop
• Understanding Kafka with Legos - Jesse Anderson
• Apache Kafka and the Rise of Stream Processing - Guozhang Wang
• Developing Real-Time Data Pipelines with Apache Kafka - Joe Stein
• Reactive Kafka - Rajini Sivaram (SpringOne Platform 2016)
• Introduction to Apache Kafka - James Ward (DevoxxUS 2017)
• Processing Streaming Data at a Large Scale with Kafka - Thijs Cadier (RailsConf 2017)
• Event sourcing in practise - lessons learned - Jfokus 2017
• Intro to Apache Kafka and Real-Time ETL for DBAs - Gwen Shapira and Jignesh Shah

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - BLOGS

• Confluent blog

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - CONFLUENT PLATFORM

• Confluent Platform Demo
• Helm 101: Apache Kafka and Confluent Platform for Kubernetes Explained - Viktor Gamov
• Confluent Blog
• Demo: Building a data pipeline with Confluent Cloud and Google BigQuery - Gwen Shapira

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - DELETING DATA

• Handling GDPR: How to make Kafka Forget - Ben Stopford
• Delete Arbitrary Messages from a Kafka - Ben Stopford

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - EXAMPLES

• We ❤️ syslogs: Real-time syslog processing with Apache Kafka and KSQL - Robin Moffatt: Part 1: Filtering | Part 2: Event-Driven Alerting With Slack | Part 3: Enriching events with external data

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - KAFKA CONNECT

• Kafka Connect Deep Dive – Converters and Serialization Explained - Robin Moffatt

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - KAFKA STREAMS

• Apache Kafka Streams API - Tim Berglund (Confluent): 1. Intro to Streams | 2. Creating a Streams Application | 3. Transforming Data, Part I | 4. Transforming Data II
• Beyond the DSL—Unlocking the power of Kafka Streams with the Processor API - Antony Stubbs (Devoxx 2018)
• Building Streaming Microservices with Apache Kafka - Tim Berglund (Devoxx Poland 2018) & Processing Streaming Data with KSQL - Tim Berglund (Devoxx Poland 2018)
• Apache Kafka and KSQL in Action : Let’s Build a Streaming Data Pipeline! - Robin Moffatt (Devoxx 2018)
• Inventory Microservice example with Kafka Streams and CQRS - Sanjay Acharya
• Kafka Streams for Event Driven Microservices - Marius Bogoevici (DevNation Live)
• Kafka based Microservices with Akka Streams and Kafka Streams - Dean Wampler (ScalaDays 2018)
• Of Streams and Tables in Kafka and Stream Processing, Part 1 - Michael G. Noll
• Getting Started With the Kafka Streams API
• Kafka Streams documentation
• Kafka Music demo application for the Kafka Streams API - Confluent
• Data Stream Processing: Concepts and Implementations - Matthias Niehoff (Codecentric AG)
• Kafka and the Service Mesh - Gwen Shapira (Confluent)
• Kafka’s Streams API for Highly Scalable Machine Learning & Deep Learning in Real Time - Kai Waehner (Confluent)
• Ranking Websites in Real-time with Apache Kafka’s Streams API - Hunter Kelly
• How to use Apache Kafka to transform a batch pipeline into a real-time one - Stéphane Maarek
• Rethinking Stream Processing with Apache Kafka - Michael Noll (Berlin Buzzwords 2017)
• Introducing Kafka Streams the New Stream Processing Library of Apache Kafka
• ETL Is Dead, Long Live Streams: real-time streams w/ Apache Kafka - Neha Narkhede
• Unifying Stream Processing and Interactive Queries in Apache Kafka - Eno Thereska
• Crossing the Streams: Joins in Apache Kafka - Florian Troßbach & Matthias J Sax
• Interactive Queries in Apache Kafka Streams - Florian Troßbach
• Apache Samza: Distributed stream processing framework
• Real-time Financial Alerts at Rabobank with Apache Kafka’s Streams API - Jeroen van Disseldorp
• Pinot: Realtime distributed OLAP datastore (LinkedIn)
• Streaming Data Pipelines with Brooklin - Samarth Shetty, LinkedIn (5/24/17)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - KAFKA STREAMS - KSQL

• Github
• KSQL and Other Stream Processing Tools in Kafka - Nick Dearden (Confluent) Level Up Your KSQL - Tim Berglund (Confluent):
  • Demo: Build a Streaming Application with KSQL
  • KSQL from Confluent
  • KSQL Intro
  • KSQL and Core Kafka
  • KSQL Use Cases
  • Installing & Running KSQL
  • KSQL Streams and Tables
  • Reading Kafka Data From KSQL
  • Streaming and Unbounded Data in KSQL
  • Enriching Data with KSQL
  • Aggregations in KSQL
  • Taking KSQL to Production
  • Insert Into
  • Struct (Nested Data)
  • Stream-Stream Joins
  • UDFs / UDAFs
• Streaming SQL for Apache Kafka - Confluent
• Ask Confluent With Gwen Shapira
• Reading Kafka Data from KSQL
• Building a Real-Time Streaming Platform with Oracle, Apache Kafka, and KSQL - Gwen Shapira
• Introducing KSQL: Open Source Streaming SQL for Apache Kafka - Neha Narkhede
• KSQL: A Streaming SQL Engine for Apache Kafka - Tim Berglund
• Confluent Releases KSQL, a Distributed Streaming SQL Engine for Apache Kafka - Srini Penchikala
• KSQL from Confluent: Streaming SQL for Apache Kafka® - Tim Berglund
• KSQL 201: A Deep Dive into Query Processing - Hojjat Jafarpour, Confluent
• Level Up Your KSQL - Tim Berglund

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - SECURITY

• Transparently Securing Kafka, Istio-style, with up to 300% Higher Performance than Native TLS in Microservice Environments - Jayanth Gummaraju | original article
• Apache Kafka Security: SSL, Kerberos & Authorization - Sriharsha Chintalapani & Parth Brahmbhatt (2016 Hadoop Summit San Jose)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - PRODUCTIONIZING

• Helm Chart
• Kubernetes-kafka: Kafka cluster as Kubernetes StatefulSet, plain manifests and config
• Strimzi: Kubernetes Operator for running Kafka (and OpenShift): Github | Strimzi.io | Minikube quickstart
• Kafka in Docker - Spotify
• Kafka-docker
• Ches/kafka (Docker)
• Kafka on Kubernetes: From Evaluation to Production at Intuit - Shrinand Javadekar (KubeCon + CloudNativeCon 2018)
• Deploying Kafka Streams Applications with Docker and Kubernetes - Gwen Shapira + Matthias J. Sax - (Kafka Summit SF 2018)
• Demo: Scaling Kafka Streams with Kubernetes - Gwen Shapira (Confluent) | Code for demo
• Creating the Adobe Experience Platform Pipeline with Kafka - Jaemi Bremner
• Kafka in Containers in Docker in Kubernetes in The Cloud - Christopher Vollick, Shopify (Kafka Summit 2018)
• Best Practices for Running Kafka on Docker Containers - Nanda Vijaydev
• Disaster Recovery for Multi-Datacenter Apache Kafka Deployments - Yeva Byzek
• Things We Wish We Knew Before Operationalising Kafka - Sreekanth Ramakrishnan (BigData.SG & Hadoop.SG)
• Tuning Kafka for low latency guaranteed messaging -- Jiangjie (Becket) Qin (LinkedIn), 6/15/16
• Running Kafka in Production: lessons learned - Ivan Dyachkov (Klarna the KonferenSE 2016)
• Scaling Slack’s Job Queue - Saroj Yadav, et al. (Slack)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - LOG PERSISTENCE

• Secor: Service implementing Kafka log persistence
• Bifrost: Safely archive data from Apache Kafka to S3 with no Hadoop dependencies
• Building a Distributed Message Log from Scratch - Tyler Treat (Scale 16x Pasadena 2018)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - KAFKA - VIDEOS

• Kafka Summit London 2018
• Kafka Summit San Francisco 2017

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - MESSAGES

• Messages: Patterns and Pitfalls - Richard Wellum (µCon London 2018)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - PROCESS MANAGERS & SAGAS

• Distributed Sagas: A Protocol for Coordinating Microservices - Caitie McAffrey: (.NET Fringe 2017) | On the Beach 2017 (Malaga, Spain)
• A Saga on Sagas - Microsoft Developer Network
• If (domain logic) then CQRS, or Saga? - Udi Dahan (Domain-Driven Design Europe 2017)
• Using sagas to maintain data consistency in a microservice architecture - Chris Richardson (DevoxxUK 2017)
• Distributed Transactions are dead, long live distributed transactions! - Sergey Bykov (Reactive Summit Montreal 2018)
• Applying the Saga Pattern - Caitie McCaffrey (GOTO 2015)
• Failing (and recovering) asynchronously: a saga - Daniel Solano Gómez
• Long Running Processes with Event Sourcing and CQRS - Andriy Drozdyuk
• Microservices + Events + Docker = A Perfect Trio - Chris Richardson
• The Saga Pattern - Robert Pankowecki (wroc_love.rb 2016)
• Commands, Queries and Consistency - Udi Dahan (Norwegian Developers Conference (NDC) 2012)
• Distributed Sagas: A Protocol for Coordinating Microservices - Caitie McCaffrey
• If (domain logic) then CQRS, or Saga? - Udi Dahan (Domain-Driven Design Europe 2017)
• Sagas (the original paper) - Hector Garcia-Molina & Kenneth Salem (1987)
• We Hear You Like Papers: Eventual Consistency - Caitie McCaffrey

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - PROCESS MANAGERS & SAGAS - IMPLEMENTATIONS

• Gisla: library that implements the sagas pattern for Erlang (Mark Allen)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - PRODUCTS/SERVICES

• Eventuate.io \ Github
• GetEventStore.com

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - PULSAR

• Apache Pulsar - Distributed pub-sub messaging system

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - SCHEMAS

• Yes, Virginia, You Really Do Need a Schema Registry - Gwen Shapira (Confluent)
• The Elephant in the Room - Greg Young (DDD eXchange 2017)
• The Dark Side of Event Sourcing: Managing Data Conversion - Michiel Overeem, Marten Spoor, and Slinger Jansen

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - STORIES

• DevOps @ Amazon: Microservices, 2 Pizza Teams, & 50 Million Deploys a Year - Chris Munns (Canadian Executive Cloud & DevOps Summit 2016) & slides
• How Netflix Thinks of DevOps - Dave Hahn (DevOpsDays Rockies 2016)
• Microservices at Netflix Scale: Principles, Tradeoffs & Lessons Learned - R. Meshenberg (GOTO Amsterdam 2016)
• Enabling Microservices @ Orbitz by Steve Hoffman (DevOpsDays Chicago 2015)
• What I Wish I Had Known Before Scaling Uber to 1000 Services - Matt Ranney (GOTO Conf)
• Mastering Chaos - A Netflix Guide to Microservices - Josh Evans
• Microservices @ Spotify - Kevin Goldsmith
• Messaging and Microservices - Clemens Vasters (GOTO Amsterdam 2016)
• From Monolith to Microservices at Zalando - Rodrigue Schaefer (GOTO Stockholm 2016)
• The Microservices Journey from a Startup Perspective - Susanne Kaiser (GOTO Berlin 2016)
• The Frontend Taboo: a Story of Full Stack Microservices - Luis Mineiro & Moritz Grauel (GOTO Berlin 2016)
• DDD & Microservices: At Last, Some Boundaries! - Eric Evans (GOTO Berlin 2015)

EVENT SOURCING, CQRS, DDD, & MICROSERVICES - VIDEOS

• µCon London 2018 - The Microservices Conference
• microXchg 2018

EXERCISE

• 50 Bodyweight Exercises You Can Do Anywhere - Laura Schwecherl
• 10-minute home toning workout - NHS.uk
• Slide show: Exercises to improve your core strength - Mayo Clinic
• Top 25 At-Home Exercises - AceFitness.org

FINANCE

• Intro to Computational Finance and Financial Econometrics - Eric Zivot (University of Washington)
• Topics in Mathematics With Applications in Finance (MIT)

FONTS & TYPOGRAPHY

• Awesome Font and Typography Resources for Web Designers - Steven Snell

FUNCTIONAL PROGRAMMING

• FP to the Max - John De Goes (Fun(c) 2018.7)
• Plain Functional Programming - Martin Odersky (Devoxx Belgium 2017)
• An introduction to functional programming - Mary Rose Cook
• What Is Functional Programming? - Kris Jenkins
• Functional Programming Patterns for Mere Mortals - Daniel Chambers (NDC {Sydney} 2017)
• Functional Programming in 40 Minutes - Russ Olsen (GOTO 2018)
• How to get away with functional programming in frontend applications - Gabriele Petronella (Lambda.World 2018)
• A developer's guide to introducing a functional language at work - Robert Kluin (OScon Portland 2018)
• How to Get Started With Functional Programming - Julia Gao (StrangeLoop 2016)
• What does it mean when code is “easy to reason about”? - Preethi Kasireddy
• Why Programmers Need Limits - Charles Scalfani
• So You Want to be a Functional Programmer - Charles Scalfani: Part 1 | Part 2 | Part 3 | Part 4 | Part 5 | Part 6
• Awesome Functional Programming [Links]- Denis Stoyanov
• Functional Programming and Functional Thinking - Tony Morris
• Point-Free or Die - Tacit Programming in Haskell and Beyond - Amar Shah
• Refactoring to Immutability - Kevlin Henney (NDC {London} 2018)
• Designing with Capabilities - Scott Wlaschin
• Thirteen ways of looking at a Turtle - Scott Wlaschin (NDC {London} 2017)
• Selfish Purity: How Functional Programming Makes Every-Day Jobs Easier - Daniel Spiewak (Jfokus 2015)
• What is functional programming? - Kris Jenkins
• Why Bother With FP? - Tomek Borek (Lambda Days 2015)
• Currying vs Partial Application - Dave Atchley
• An Invitation to Functional Programming - Rúnar Bjarnason (Lambda Days 2015)
• Functional Programming from First Principles - Erik Meijer (goto; conference)
• Why I Like Functional Programming - Adelbert Chang (LambdaConf 2015)
• Modeling your domain - Norbert Wojtowicz (Lambda Days 2016)
• Functional Design Patterns - Scott Wlaschin
• Functional programming design patterns - Scott Wlaschin (New Developers Conference London 2014
• F# for Fun and Profit: "I hope to open your mind to the joys of functional programming" - Scott Wlaschin
• Changing the Unchangeable: The Hows and Whys of Immutable Data Structures - Brad Urani (RubyConf 2015)
• Carefully Composing Logic: Functional JavaScript - Brad Urani (JS.la 2015)
• Professor Frisby's Mostly Adequate Guide to Functional Programming: Webpage | Online | PDF | ePUB | MOBI | Videos
• A purely functional approach to building large applications - Noel Markham (Lambda Days 2015)
• Functional programming patterns for the non-mathematician - Brian Lonsdorf (FluentConf 2014)
• A Million Ways to Fold in JS - Brian Lonsdorf (Forward Summit 2015)
• An Introduction to Functional Programming - Andrew Smith & Noah Sluss (Code School)
• Functional Programming: The Failure of State - Robert C. Martin (NDC 2014)
• Don't fear the monad - Brian Beckman
• Improving your Web App with Functional Object-Oriented Design - Brad Urani
• Things That Matter - Bruce Tate (Lambda Days 2016)
• Lambda Days: 2016 | 2015
• (Updated) Functional Principles for OO Devs (Ordina 2015): Part 1 & Part 2: Property-Based Testing for Better Code
• Functional Principles for OO Development - Jessica Kerr (GOTO Conference 2014) & (Ruby MidWest 2013)
• Functional Programming and Ruby - Pat Shaughnessy (GoRuCo 2013)
• Immutable Ruby - Michael Fairley (MountainWest RubyConf 2013)
• The Database as a Value - Rich Hickey: GOTO Chicago talk | Out of the Tar Pit - Ben Moseley & Peter Marks | QConn NY talk
• Why Functional Programming Matters - John Hughes: Video (Erlang Factory 2016) | PDF | Postscript | Chinese
• Functional Programming and Ruby - Pat Shaughnessy (BostonRB.org)
• Y Not? - Adventures in Functional Programming - Jim Weirich (ScotlandJS 2012) RubyConf 2012
• Functional Thinking - Neal Ford & OSCON 2013
• Simple and Elegant Rails Code with Functional Style - Attila Domokos (RailsConf 2013)
• Brian Lonsdorf: Functors | F-Algebras, Pt 1 | F-Algebras, Pt 2 | F-Algebras, Pt 3
• Truth About Types - Bartosz Milewski (Lambda Days 2016)
• Propositions as Types - Philip Wadler (Lambda Days 2016)
• C9 functional programming lectures - Dr. Ralf Lämmel
• Functional Programming From First Principles - Erik Meijer (GOTO Chicago 2012)

FUNCTIONAL PROGRAMMING - BLOGS

• 7 Sharp 9 (Dave Thomas)
• Brent -> [String]
• FunctionalWorks
• Lambda the Ultimate
• okmij.org

FUNCTIONAL PROGRAMMING - BOOKS

• Type Theory and Functional Programming - Simon Thompson | PDF
• Types and Programming Languages - Benjamin C. Pierce
• The Implementation of Functional Programming Languages - Simon Peyton Jones (1987)
• Implementing Lazy Functional Languages on Stock Hardware: The Spineless Tagless G-machine - Simon Peyton Jones (1992)
• Practical Foundations of Mathematics - Paul Taylor

FUNCTIONAL PROGRAMMING - CONFERENCE VIDEOS

• LambdaDays: 2019 | 2018
• LambdaConf (λC): 2017 | 2017 Winter Retreat | 2016 | 2015
• Curry On! Amsterdam
• Scale by the Bay 2017
• MoonConf 2016
• All the FP Talks at NDC Oslo 2016
• Curry On 2016
• Lambda Days (Erlang Solutions): 2017 | 2016 | 2015
• Compose Conference 2015
• Functional Works

FUNCTIONAL PROGRAMMING - DATA PIPELINES

• Basic Design in Functional Programming Languages - Tomasz Kowal (ElixirLive 2016)
• Data pipelines from zero to solid - Lars Albertsson (Jfokus 2016)
• Scalable real-time processing techniques - Lars Albertsson (SICS)
• Data pipelines - Lars Albertsson (NightHacking)

FUNCTIONAL PROGRAMMING - EXAMPLES

• Dissecting the Rabbit: RabbitMQ Internal Architecture - Alvaro Videla (Lambda Days 2015)

FUNCTIONAL PROGRAMMING - FUNCTIONAL REACTIVE PROGRAMMING (FRP)

• Reactive Summit: 2017 videos | 2016 videos
• Functional && Reactive - Preethi Kasireddy aka @iam_preethi (ReactEurope 2017)
• Functional Reactive Programming - Riccardo Terrell (Lambda Days 2016)
• Controlling Time and Space: Understanding the Many Formulations of FRP - Evan Czaplicki (StrangeLoop 2014)
• Observables Everywhere - Jeremy Foster (2016)
• Incremental computations and the web (OCaml) - Yaron Minsky (Jane Street)

FUNCTIONAL PROGRAMMING - HISTORY

• Keynote: Why Functional Programming Matters - John Hughes, Mary Sheeran (Lambda Days 2017)
• Some History of Functional Programming Languages - David Turner (Lambda Days 2017)

FUNCTIONAL PROGRAMMING - LAMBDA CALCULUS & CATEGORY THEORY

• Monads without talking about Monads - Lucamug
• Category Theory for Programmers - Bartosz Milewski: PDF (free... thank you, Bartosz!) | Online | Physical book | Youtube lectures
• Categories for the Working Hacker - Philip Wadler (Lambda Days 2018)
• Category Theory Overview - Bartosz Milewski (ACM UPM)
• Functors and Natural Transformations - Bartosz Milewski (ACM UPM)
• Crash Course in Category Theory - Bartosz Milewski (ScalaIO France 2017)
• A Pragmatic Introduction to Category Theory - Daniela Sfregola (Lambda.World 2017)
• Category Theory in Life - Eugenia Cheng (Lambda.World 2017
• Practical Lambda Calculus - Jonas Winje, Einar Høst (Lambda Days 2017)
• The Lambda Calculus, General Term Rewriting and Food Nutrition - Brian Beckman and Erik Meijer
• Category Theory: The essence of interface-based design - Erik Meijer (Foo Cafe 2015)
• Category Theory for the Working Hacker - Philip Wadler: InfoQ & Lambda.World 2016
• Cats Infographic - Rob Norris
• Introduction to Lambda Calculus - Henk Barendregt & Erik Barendsen (2000)
• Lecture Notes on the Lambda Calculus - Peter Selinger
• Intro to Lambda Calculus - Cristian Giumale
• Category Theory: The essence of interface-based design - Erik Meijer (goto; conference 2012)
• Fun With the Lambda Calculus - Corey Haines (goto; conference 2015)
• Lambda Calculus - Jim Grandpre (Code Genius)
• Lambda Calculus - Dustin Mulcahey (Hakka Labs)

FUNCTIONAL PROGRAMMING - MAYBE/OPTION, EITHER/RESULT

• Kyle J. Kress: Anatomy of Maybe — Part I: Introduction | Anatomy of Maybe — Part II: Functor

FUNCTIONAL PROGRAMMING - ML

• ML for the Working Programmer, 2nd Ed - Lawrence C. Paulson
• Programming in Standard ML ’97: A Tutorial Introduction - Stephen Gilmore
• Programming in Standard ML - Robert Harper

FUNCTIONAL PROGRAMMING - MONADS

• Functors, Applicatives, And Monads In Pictures - Aditya Y. Bhargava
• A Fistful of Monads (Learn You a Haskell)
• Monads, Haskell, and Elm: A Socratic Dialogue
• Understand Monads with this One Weird Trick - Andy Bartholomew
• All About Monads | PDF version
• The Monad Challenges - Doug Beardsley
• Monads Asking the Right Question - Pawel Szulc (LambdaConf 2015)
• Monadic Design Patterns for the Web - Greg Meredith

FUNCTIONAL PROGRAMMING - ON THE JVM

• ETA (Haskell-like language on the JVM): eta-lang.org | Tour of ETA | Github | Documentation

• Frega

FUNCTIONAL PROGRAMMING - PODCASTS

• FPCasts.com: list of FP podcasts
• FunctionalGeekery.com
• LambdaCast: SoundCloud & iTunes

FUNCTIONAL PROGRAMMING - VIDEOS

• Code Mesh LDN 2018
• International Conference on Functional Programming (ICFP): 2018 | 2017 | 2016 | 2015
• Commercial Users of Functional Programming (CUFP): 2016 | 2015
• Compose Conference: 2017 | 2016
• Compose Conference Melbourne: 2017 | 2016
• Functional Conference (Bangalore): 2017 - FnConf2017 | 2016 - FnConf2016 | 2015 - FnConf2015 | 2014 - FnConf2014
• Lambda.World: 2018 Càdiz | 2018 Seattle | 2017 | 2016 | 2015
• LDN Functionals (Functional Works)
• All ICFP videos

GIT

• Official documentation
• Git Reference
• How to Use Git and GitHub - Caroline Buckey & Sarah Spikes (Udacity.com)
• Git from the inside out - Mary Rose Cook
• Real-World Git
• Pro Git PDF mobi ePub
• Atlassian: Getting Git Right | Getting Started | Tutorials | Collaborating | Advanced Git
• Wrapping Your Head Around Git - Paolo Perrotta (Garden City Ruby 2015)
• Git/Github open source training resources
• Explain Git With D3 (interactive visual demos of Git commands)
• GitGuys.com
• Git talks - Confreaks.tv
• Git Immersion
• Git Ready
• Classy Git - Scott Chacon (RubyConf 2010)
• Git and GitHub Secrets - Zach Holman (Aloha Ruby Conf 2012)
• Git interactive cheatsheet
• Git cheatsheet
• Gitcasts.com Gitcasts on Blip.tv
• Git tutorial
• Git From the Bits Up - Tim Berglund
• Tig (Text-mode interface for Git)
• Hacker’s Guide to Git - Joseph Wynn
• Getting Git: Getting Effective Project Management - Scott Chacon (Scotland on Rails 2009)
• Git and GitHub Secrets by Zach Holman
• Introduction to Git - Scott Chacon (GitHub)
• Poking Git: Advanced Git Techniques - Andreia Gaita
• Advanced GIT for Developers - Lorna Jane Mitchell (Laracon EU 2015)
• Git in One Hour - Scott Chacon
• Git Happens - Jessica Kerr (@jessitron)
• grb - Git Remote Branch ruby gem
• Git from the Bottom Up
• Deliberate Git - Stephen Ball (SteelCityRuby 2013)
• Git Interactive Rebase, Squash, Amend and Other Ways of Rewriting History - Tute Costa
• Git: Checkout multiple branches at the same time
• Tracking method history in git & method_log Ruby gem
• Git From the Bits Up - Tim Berglund (Jfokus 2016)

GIT - GITHUB

• Help
• Github Cheat Sheet
• Developer docs
• gitsuggest: suggests Github repositories based on repositories you've shown interest in

GRAPHICS

GRAPHICS - GIMP

• GIMP | Tutorials | Docs - English | Docs

GRAPHICS - INKSCAPE

• Inkscape
• Inkscape Tutorial - Simon Andrews
• Inkscape Manual (2008)
• Inkscape: An Introduction

HAPPINESS

• The Science of Happiness - BerkeleyX: GG101x

HASKELL

• Haskell: main site | wiki | learning resources | tryhaskell.org | Hoogle (Haskell API search engine) | Hackage (Haskell package archive) | GHC user's guide | Tutorials | Haskell libraries
• 2018 NIL Haskell School - David Ogborn
• haskell-trainings - Google
• Fun never stops. Introduction to Haskell Programming language - Paul Szulc (Devoxx UK 2016)
• Learn Haskell in One Video - Derek Banas
• Intro to Functional Programming - Queensland FP Lab | Applied FP Course
• Hackr.io Haskell resources
• Type introduction illustrated for casual Haskellers - Takenobu T.
• Write You a Haskell: Building a modern functional compiler from first principles - Stephen Diehl
• Learn Haskell | Specific topics for Haskell users
• Happy Learn Haskell Tutorial - Julian Leviston
• PlanetHaskell
• Haskell Koans - Vancouver Haskell Meetup
• Modeling Data in Haskell for Beginners - Chris Allen (LambdaConf 2015)
• StackBuilers.com tutorials & Github
• Type Classes Vs the World - Edward Kmett (Boston Haskell 2015)
• An opinionated guide to Haskell in 2018 - Alexis King
• Reflecting on Haskell in 2017 - Stephen Diehl

HASKELL - BENEFITS

• Facebook’s New Spam-Killer Hints at the Future of Coding - Cade Metz (Wired)
• The Road to Running Haskell at Facebook Scale - Jon Coens (Code Mesh London 2015)
• Simon Peyton-Jones and John Hughes - It's Raining Haskell

HASKELL - BLOGS

• Bartosz Milewski's Programming Cafe
• Chris Done
• Haskell for All - Gabriel Gonzalez
• Haskell Weekly
• Neil Mitchell

HASKELL - BOOKS

• Learn You a Haskell for Great Good!
• Real World Haskell - Bryan O'Sullivan, Don Stewart, and John Goerzen
• Gentle Introduction to Haskell 98 - Paul Hudak, John Peterson & Joseph Fasel
• Haskell Programming From First Principles - Christopher Allen & Julie Moronuki [NON-FREE but excellent] | Exercises and notes for book "Haskell Programming from first principles" - Lukas Lehner | Git repo with PDFs of all follow-up resources mentioned in HaskellBook
• GHC User Guide: PDF | HTML
• Lazy Evaluation Illustrated for Haskell Divers - Takenobu T.
• Introduction to Haskell (lecture notes & code) - Noam Zilberstein (UPenn, Spring 2015)
• Parallel and Concurrent Programming in Haskell - Simon Marlow

HASKELL - CODE EXAMPLES

• Haskell Everywhere! - Todo apps in Haskell
• Finite-State Machines, Part 1: Modeling with Haskell Data Types - Oskar Wickström

HASKELL - CODE.WORLD

• Educational computer programming environment. By using a simple mathematical model for geometric shapes and transformations, you can create drawings, animations, and even single-player and multi-player video games! The programming language used is a variation of Haskell, but you can think of it as just talking to the computer using mathematics

HASKELL - COMPILERS

• G53CMP Compilers 2016/17 (University of Nottingham)

HASKELL - FREGE

• Github
• Frege: purely functional programming for the JVM - Dierk König

HASKELL - GRENADE

• Grenade: Practical Machine Learning in Haskell, aka "💣 Machine learning which might blow up in your face 💣"

HASKELL - HAKYLL

• Hakyll: Haskell library for generating static sites

HASKELL - HAXL

• HAXL: Haskell library that simplifies access to remote data, such as databases or web-based services
• Dropbox Hack Week: GraphQL Server in Haskell - Chad Austin | Datagraph code

HASKELL - HEDIS

• Hedis: Haskell client for the Redis datastore: Github | Hackage

HASKELL - SPOCK

• Spock: lightweight Haskell web framework inspired by Ruby's Sinatra: website | Github | tutorial
• Spock – Powerful Elegant Web Applications using Haskell - Alexander Thiemann (f(by)15)

HASKELL - VIDEOS

• Haskell eXchange 2017
• Haskell Implementors' Workshop (HIW): 2017
• Haskell 2016 (Japan)
• Haskell Keynotes ZuriHac 2017
• Haskell video collection (InfoQ)
• Modeling Data in Haskell for Beginners - Chris Allen (LambdaConf 2015)
• Haskell is Not For Production and Other Tales - Katie Miller (Linux.conf.au 2016) | slides
• Introduction to Functional Programming - Erik Meijer
• Functional Programming Fundamentals - Erik Meijer & Youtube
• Haskell Basics - FunFunFunction #35
• Haskell Stack Mega-Tutorial - Christopher Allen
• A Practical Introduction to Haskell GADTs - Richard Eisenberg (LambdaConf 2015)
• A History of Haskell: Being Lazy With Class - Arthur Vard
• Adventure With Types in Haskell - Simon Peyton Jones: Lecture 1 | Lecture 2 | Lecture 3 | Lecture 4
• Classes, Jim, but not as we know them - Simon Peyton Jones (Microsoft Development Center Copenhagen TechTalk)
• Beginner's Guide to Exceptions in Haskell - Erin Swenson-Healey
• Fun with type functions - Simon Peyton Jones (Microsoft Development Center Copenhagen TechTalk)
• Haskell Amuse-Bouche - Mark Lentczner (GoogleTechTalks 2011)
• Many videos on Purescript & Haskell - kritzcreek
• Writing a Game in Haskell - Elise Huard
• A Year of Haskell - Justin Leitgeb (Lambda Days 2015)
• Haskell for Everyday Programmers - Venkat Subramaniam (Functional Conf Bangalore 2014) & code examples
• The Haskell Cast #2 - Don Stewart on Real World Haskell | #4 - Simon Marlow on Parallelism and Concurrency
• Haskell Talks: Erik Hinton, Programmer with New York Times: Part 1 | Part 2
• Developing Web Applications with Haskell - Alejandro Serrano (LambdaConf 2015)
• Exact Real Arithmetic in Haskell - Mitchell Riley (Brisbane Functional Programming Group, May 2015)

HIRING

• The Best Way to Hire Developers - Erik Dietrich

HTTP

HTTP - AUTHENTICATION

• Token-based security in a REST API - Andy Balaam

HTTP - AUTHENTICATION - JAVASCRIPT WEB TOKENS (JWT)

• Introduction to JWT (JSON Web Token) - Securing apps & services - Tech CBT
• JWT.io
• JWT: The Complete Guide to JSON Web Tokens - Angular Security

HTTP - AUTHENTICATION - OAUTH2

• What the Heck is OAuth? - Randall Degges

HTTP - HEADERS

• Everything you need to know about HTTP security headers - Max Veytsman

HTTP - REST CLIENTS

• Postman
• Insomnia | Github
• rest-client
• SoapUI | Github
• Advanced REST client (Chrome)

HTML

HTML - BASICS

• Constructing the Object Model - Ilya Grigorik

HTML - CORS

• HTML5 Security: Part 1 - Same Origin Policy Basics | Part 2 - postMessage Vulnerabilities | Part 3 - CORS

HTML - HAML

• Tutorial & Reference

HTML - IFRAMES

• HTML Iframes, iframe Tag With All Attributes Explained - PJ Codingschool
• IFrames in HTML for Code Reuse - Eli the Computer Guy

HTML - INDEXEDDB

• Using IndexedDB - MDN
• Working with Indexed DB - Google Chrome Developers
• Getting Started with indexedDB - All Things Javascript
• An empty database in every pocket - Phil Nash (Devoxx Poland 2017)

HTML - LOCALSTORAGE

• An Introduction to Local Storage with JavaScript - Zac Gordon

HTML - SLIM

• Slim: Github code + examples | API docs

HTML5

• HTML Crash Course for Absolute Beginners - Traversy Media
• Learn to Code HTML & CSS
• MarkSheet: Free HTML & CSS tutorial
• CodePen.io
• Smashing Magazine
• Dive into HTML 5 - Mark Pilgrim
• Mozilla MDN
• HTML5 Boilerplate
• HTML5 Doctor
• HTML5 Developer Conference
• HTML5 Please
• Build An HTML5 Website With A Responsive Layout - Traversy Media
• Web Development In 2017 - A Practical Guide - Traversy Media
• Web APIs You [Probably] Didn't Know Existed - (NEJS Conf)
• Box shadows
• Can I Use?
• Datalists
• Transition timing functions

HTML5 - CANVAS

• HTML5 Canvas Animation With Javascript - Josh Robertson (MountainWest JavaScript 2014)
• A Rubyist's Guide to the Canvas API - H. Dean Hudson (CascadiaRuby 2012)
• Mozilla MDN

HTML5 - HYBRID APPS

HTML5 - HYBRID APPS - CAPACITOR

• Reimagining Cordova: Building Native Progressive Web Apps with Capacitor - Matt Netkow
• Running and Building Ionic Apps with Capacitor or Cordova (iOS and Android) - Brackets Academy
• Cordova vs Capacitor - An Early Experience Comparison

HTML5 - HYBRID APPS - CORDOVA

• Apache Cordova | Documentation | Getting Started
• Building a Native App with Angular and Cordova - Stephen Fluin
• Publish App (HTML/CSS/JS) code to Google Play Store using Cordova - Amit Shukla

HTML5 - HYBRID APPS - FRAMEWORK7

• How I created my First Android app using Framework7 and Cordova - Alapan: Part 1 | Part 2
• Tutorials
• Framework7 Tutorial - TutorialsPoint

HTML5 - INDEXED DB

• HTML5: How to Build Progressive Web Apps with Local Storage and IndexedDB - Brian Greig
• Working With IndexedDB - Raymond Camden - Part 1 Part 2 Part 3
• db.js (wrapper for IndexedDB)
• indexeddb-backbonejs-adapter
• Deep Dive into the HTML5 IndexedDB
• IndexedDB - Mozilla Developer Network
• Using the HTML5 IndexedDB API - Brian Stewart
• Quick Tip: Store Data in the Browser with IndexedDB - Martin Angelov
• Who Needs MySQL When There Is IndexedDB? - NewRelic
• How the browsers store IndexedDB data - Aaron Powell

HTML5 - INDEXED DB - LOVEFIELD

• Lovefield: A cross-browser, SQL-like, relational query engine for Web in pure JavaScript

HTML5 - PERFORMANCE

• High Performance in the Critical Rendering Path - Nicolas Bevacqua

HTML5 - PROGRESSIVE WEB APPS

• Progressive Web Apps Course - Google Chrome Developers
• Progressive Web Apps Training - Google Chrome Developers
• A Beginner’s Guide To Progressive Web Apps - Kevin Farrugia
• What are Progressive Web Apps? - Max Lynch
• Everything You Should Know About Progressive Web Apps - Danny Markov
• Building Progressive Web Apps Today - Thao Tran (Chrome Dev Summit 2016)
• Instant Loading: Building offline-first Progressive Web Apps - Google I/O 2016 - Jake Archibald
• [Your First Progressive Web App - Google](https://developers.google.com/web/fundamentals/getting-started/codelabs/your-first-pwapp/(
• The Building Blocks Of Progressive Web Apps - Ada Rose Edwards

HTML5 - SERVICEWORKERS

• Intro to Service Workers - Google Chrome Developers
• Going offline with Service Workers - Phil Nash
• How to Setup a Basic Service Worker (with Caching) - bitsofcode
• ServiceWorke.rs (Mozilla)
• Offline Web Applications Using IndexedDb & Service Worker - Google (Udacity)
• There is a client-side proxy (ServiceWorker) in your browser! - Ilya Grigorik (Velocity NYC 2015)

HTML5 - WEB SOCKETS

• Mozilla MDN
• Model-View-Websockets

HTML5 - WEB WORKERS

• Fundamentals of HTML5 Web Workers - Craig Shoemaker
• Using Web Workers (Mozilla MDN)
• JavaScript for Experienced Developers: Web Workers - Microsoft Virtual Academy

INFLUXDB

• InfluxDB: Open-Source Time Series Database - Paul Dix (Data Driven NYC / FirstMark Capital)
• InfluxDB workshop - Paul Dix (Monitorama PDX 2014)
• Grafana workshop - Torkel Ödegaard (Monitorama PDX 2014)
• All Monitorama PDX 2014 talks

JAVA

JAVA - AMAZON CORRETTO

• No-cost, multiplatform, production-ready distribution of OpenJDK - AWS

JAVASCRIPT

• Moved to Javascript.markdown (because Github was truncating this page)

JEKYLL

• Jekyll: Main | Docs | Tips | Twitter | News | Talk | Github
• Jekyll Documentation - Tom Preston-Werner, Nick Quaranto, Parker Moore, et al
• Planet Jekyll
• Getting Started With Jekyll, The Static Site Generator - phpacademy
• JekyllConf

JOBS

• Angel.co

JSON

• jq: Lightweight & flexible command-line JSON processor

JULIA

• 2 1/2 hour intro to Julia - Jane Herriman & Sacha Verweij (SciPy 2018)
• Julia: high-level, high-performance dynamic programming language for technical computing

KIDS

• Scratch
• Scratch Jr.
• Star Wars - Code.org
• Minecraft - Code.org
• Free kids courses - Pluralsight.com
• Pencilcode.net
• Free Code Camp
• Tynker (NOT FREE: Access to everything requires a paid subscription)
• Cool Coding Apps and Websites for Kids - CommonsenseMedia.org
• Coding for Kids: Free Websites That Teach Kids Programming

LEGAL

• ChooseALicense.com - Advice on selecting an open source license - Github
• Chart showing what each license allows and disallows - ChooseALicense.com & Github

LEARNING

• Learning How to Learn - Drs. Barbara Oakley & Terrence Sejnowski (Coursera)
• Carnegie Mellon Open Learning Initiative
• Coursera.org
• Daniel Kahneman: "Thinking, Fast and Slow"
• EdX.org
• Khan Academy
• MIT OpenCourseware
• MOOC List
• National Programme on Technology Enhanced Learning (India)
• No Excuse List (The best place on the web to learn anything, free)
• Open Yale courses
• Stanford Engineering Everywhere
• Stanford Open Classroom
• TED Talks
• TutsPlus (Non-free)
• UC Berkeley webcasts
• Udacity (Lectures are free)
• Udemy (Non-free)

LEARNING - CAREER

• Warren Buffett's 5/25 Rule Will Help You Focus On The Things That Matter - Art of Improvement

LINUX

• dotfiles.github.com
• Thoughtbot dotfiles
• Unixmen.com
• Cheat Sheet (Cheatography)
• LESS
• Linux SCP help

LINUX - AWK

• Awk in 20 Minutes - Fred T-H

LINUX - DEBIAN

• The Debian Administrator's Handbook - Raphaël Hertzog & Roland Mas & PDF

LINUX - COMMAND LINE

• Really Friendly Command Line Intro - Tracy Osborn
• TLDR Pages: Simplified and community-driven man pages: website | live demo | installation | PDF
• Watch command: execute program periodically, showing output fullscreen

LINUX - NETWORKING

• Intro to DNS Terminology, Components, and Concepts - Justin Ellingwood (DigitalOcean) Peter R. Egli:
  • Data Networking Concepts
  • Transport Protocols
    • TCP
    • UDP
    • SCTP
  • Network Sockets
  • Email
  • Comet, HTML5, Websockets
  • HTTP / HTML / WWW
  • DNS
  • DNSSEC
  • FTP
  • RARP, BOOTP, DHCP
  • Internet Security
  • VPN
  • Mobile & Wireless Networks
  • Internet Organization
  • QoS
  • IP Routing
  • IPv6
  • SSH
  • Telnet
  • STP & RSTP
  • Communication Middleware
  • Cloud Computing
  • JSON-RPC
  • REST
  • Web Services
  • Android NDK
• Ping! Are you there? - Lydia Gu (!!Con 2016)

LINUX - NETWORKING - SOCAT

• Documentation (man page)
• HOWTO: Crafting arbitrary network packets with socat - Julian Oliver
• Socat: A very powerful networking tool - Jesus Castello
• Hands-on learning about network protocols using socat - Volker Schatz
• Securing Traffic Between two Socat Instances Using SSL - Gerhard Rieger

LINUX - NETWORKING - TLS

• Every byte of a TLS connection explained - Michael Driscoll

LINUX - SHELL SCRIPTING (BASH)

• Shell Scripts Matter - Thibaut Rousseau
• Advanced Bash Scripting Guide
• Command Line Text Processing - Sundeep Agarwal: PDF | online book | learn by example
• Bash Hackers Wiki
• Bash Koans - Marcin Bunsch
• Better Bash Scripting in 15 Minutes - Robert Muth
• Bash Reference Manual
• Command Line Fu
• Greg Wooledge's Wiki
• Linux Bash Scripting
• The Linux Command Line: A Complete Introduction (PDF) & website
• Linux Shell Scripting Cookbook
• Linux Shell Scripting Tutorial
• The Art of Command Line - Joshua Levy
• Writing Robust Bash Shell Scripts - David Pashley

LINUX - SHELL SCRIPTING (BASH) - BATS (BASH AUTOMATED TEST SYSTEM)

• Bash Automated Test System (BATS) & tutorial
• How to use Bats to test your command line tools - Ross Duggan

LINUX - SHELL SCRIPTING (BASH) - SHUNIT2

• shunit2: xUnit unit test framework for Bourne based shell scripts - Kate Ward

LINUX - SYSTEM ADMINISTRATION

• Sysadmincasts.com

LINUX - UBUNTU

• UpUbuntu

LINUX - UBUNTU - KUBERNETES

• Kubernetes on Ubuntu

LISP

LISP - BOOKS

• The Structure and Interpretation of Computer Programs - Hal Abelson & Gerald Jay Sussman: Video lectures | online book | PDF
• Paradigms of Artificial Intelligence Programming - Peter Norvig (1992) | Book, part 1 (PDF) | Book, part 2 (PDF)
• Common Lisp: A Gentle Introduction to Symbolic Computation - David S. Touretzky
• Common Lisp HyperSpec
• Paradigms of Artificial Intelligence Programming - Peter Norvig (1992)
• Common Lisp the Language, 2nd Ed - Guy L. Steele Jr: PDF |HTML
• Practical Common Lisp - Peter Seibel
• Basic Lisp Techniques - David J Cooper, Jr
• Successful Lisp - David Lamkins
• On Lisp - Paul Graham: main page | PDF | Postscript
• Common Lisp Cookbook
• Casting SPELs in Lisp - Conrad Barski (Not Common Lisp)
• Lisp in Small Parts -
• Common Lisp Wikibooks
• Lisp Tutorial - TutorialsPoint.com
• Intro to LISP - Milos Hauskrecht
• Common Lisp Hints - Geoffrey J. Gordon
• Steel Bank Common Lisp: webpage | PDF documentation | HTML documentation
• SLIME Lisp: webpage | PDF documentation | HTML documentation
• LISP 1.5 Programmer's Manual - MIT
• Brief Guide to CLOS - Jeff Dalton
• Performance and Evaluation of Lisp Systems - Richard P. Gabriel

LISP - COMMON LISP

• Common-Lisp.net
• Planet Lisp
• Emacs Common Lisp Emulation

LISP - EMACS LISP

See EMACS - EMACS LISP

LUNA

• Where visual meets textual. Luna - overview - Sylwia Brodacka (Curry On Amsterdam 2018)

MAIL SERVER

MAIL SERVER - DIAGNOSTICS

• MXToolbox.com
• SenderBase.org
• SURBL
• spamDBLookup
• emailTestResult
• DNSStuff tools
• EmailTalk.org
• Getting delisted by Microsoft (which will list you for absolutely no reason)

MAKER MOVEMENT / INTERNET OF THINGS (IOT)

• Adafruit
• CardboardChallenge
• DIY.org
• DS106.us
• Exploratorium & blog
• GlassLabGames
• Hackster.io
• Howtoons
• Instructables.com
• Little Bits (non-free)
• Make magazine
• Make/Hack/Play together
• MakerEd.org
• Maker Faire
• MakerSpace
• MakeyMakey (non-free)
• MIT Lifelong Kindergarten
• Soft circuits
• Sparkfun
• Thingiverse
• Young Makers

MAKER MOVEMENT - ARTICLES

• Maker Movement Reinvents Education (Newsweek
• The Maker movement makes its mark (USA Today)

MAKER MOVEMENT - JASPER

• Jasper: Open-source platform for developing always-on, voice-controlled applications
• Info/documentation
• Client

MAKER MOVEMENT - RASPBERRY PI

• Raspberry Pi Resources
• Official Rasperry Pi Projects Book

MATH

• BetterExplained.com
• Immersive Math - Jacob Ström, Kalle Åström, and Tomas Akenine-Möller

MATH - IMAGINARY NUMBERS

• Imaginary Numbers Are Real - Welch Labs

MATH - LINEAR ALGEBRA

• The Essence of Linear Algebra
• Linear Algebra - KhanAcademy.org
• Immersive Linear Algebra - J. Ström, K. Åström, and T. Akenine-Möller
• Linear Algebra chapter in "Deep Learning," Ian Goodfellow, Yoshua Bengio and Aaron Courville
  • Talk on Chapter 1
  • Talk on Chapter 2: Linear Algebra
  • Talk on Chapter 3: Probability
• Computational Linear Algebra for Coders course - fast.ai | textbook & videos

MATH - STATISTICS

• Statistics - KhanAcademy.org

MISCELLANEOUS

• AirConf 2014
• List of Programming Screencast Series - Avdi Grimm
• Metacasts.tv (non-free) - Mark Bates

MOBILE

• Web Fundamentals: Best practices for great multi-device web experiences - Udacity + Google
• App Developers' Conference
• Fast WebView Applications & Building WebView Applications
• Would you like a Mobile App with That?

MOBILE - ANDROID DEVELOPMENT

• Android Bootcamp Series 2012

MOBILE - CROSS-PLATFORM DEVELOPMENT

• Cordova
• Ionic Framework
• PhoneGap

MOBILE - FLUTTER

• Flutter: How We're Building a UI Framework for Tomorrow at Google - Eric Seidel

MOBILE - iOS DEVELOPMENT

• Building iOS Apps With RubyMotion - Ray Hightower (Aloha RubyConf 2012)
• RubyMotion: Native iOS Apps in Ruby - James Miller
• Inside RubyMotion - Rich Kilmer (RubyConf 2012)
• RubyMotion: Rubyizing iOS development - Amit Kumar (GoGaRuCo 2012)
• RubyMotion: Ruby in your pocket - Laurent Sansonetti (CascadiaRuby 2012)

MOBILE - CROSS-DEVICE TESTING

• Bunyip
• Grunt: Intro | Github | Getting Started

MONGODB

• Manual
• Video presentations
• Planet MongoDB
• MongoDb Blog
• StackOverflow

NEWS

• Unpaywall - "Legal, fair, and sustainable" Chrome plugin for "read[ing] over 52% of research papers for free"

NEWS - EDUCATION

• EdSurge

NEWS - HARDWARE

• Hot Hardware
• The Register: Internet of Things

NEWS - HEALTHCARE

• Axios
• Clinician Today
• Health Data Management
• Health IT Outcomes
• Healthcare Informatics
• Healthcare IT News
• Health Management Technology
• HIT Consultant
• Modern Healthcare
• NueMD
• Search Health IT
• US News & World Report
• Wall Street Journal

NEWS - PROGRAMMING

• Application Development Trends
• arXiv.org - 1.3 million e-prints in Physics, Mathematics, Computer Science, Quantitative Biology, Quantitative Finance and Statistics | Librarian: Chrome plugin for comments on arXiv papers
• Computerworld
• Dr. Dobb's
• DZone
• Enterprise Apps Today
• HackerNoon.com
• Huffington Post
• I Programmer
• InfoQ
• InfoStor
• InfoWorld
• IT World
• Nautil.us
• Phys.org
• Programmable Web
• Quanta
• The Register
• ScienceDaily: Computer programming | Hacking | Software
• Software Development Times
• Sitepoint

NEWS - ROBOTICS

• Motherboard
• Neuroscience News
• Phys.org
• Science Mag

NEWS - SCIENCE

• Aeon
• Axios
• Digital Journal
• Neuroscience News
• NOVA
• Phys.org
• Quanta Magazine
• Science
• Science Daily
• STAT: Reporting from frontiers of health & medicine
• Tech Times
• TED Science
• The Register
• Tumble Science Podcast For Kids
• The Verge
• Wired
• World Science Festival

NEWS - SECURITY

• CNBC
• Healthcare Information Security Podcast
• Infosecurity
• (In)Secure
• ReadWrite
• The Register

NEWS - TECH

• Aeon
• All Tech Considered
• Ars Technica
• Backchannel
• BBC
• Bloomberg
• Business Insider
• China Money Network
• CNBC
• Cnet
• CNN
• The Conversation
• Digital Journal
• Discovery
• Engadget
• Extreme Tech
• Fast Company
• Forbes
• Future Tense (Slate)
• Futurism
• GeekWire
• Gizmodo
• Google
• Guardian
• Huffington Post
• IAAA Spectrum
• Inhabit
• Live Science
• Mashable
• Medium
• Motherboard
• Nautil.us
• Network World
• Neuroscience News - Robotics
• New Scientist
• New York Times
• The Next Web
• NPR
• PC Mag
• Phys.org
• Recode
• ReadWrite
• The Register
• Reuters
• ScienceDaily
• Seattle Times
• Second Nexus
• Silicon Angle
• Singularity Hub
• Slashdot
• The Stack
• Star Talk Radio
• Tech.co
• Tech Crunch
• Tech Hive
• TechNewsWorld
• Tech Radar
• Tech Republic
• Tech Times
• Tech World
• VentureBeat
• The Verge
• Wait But Why
• Wired
• Yahoo
• ZDNet

NGINX

• Nginx: About | Docs | FAQ | Twitter | Blog

NODE.JS

• Ryan Dahl: Less is More with Node.js - Ryan Dahl (JSConf US 2013)
• Build Your API With Node.js
• Intro to Node.js - Edward O'Connor

NODE.JS - COOL STUFF

• node-canvas

NODE.JS - NPM

• Package Managers: An Introductory Guide (covers NPM & Bower)

OCAML

• Real-World OCaml - Yaron Minsky, Anil Madhavapeddy, and Jason Hickey & Table of Contents (HTML)
• OCaml Visual Debugger - Jack Hughes
• Caml Trading - Yaron Minsky (Jane Street Capital)

OCAML - REASON

• Reason
• Reasonable App: starter kit for writing Elm apps with Reason on the JS side - Murphy "splodingsocks" Randle

OCAML - REASON - REASON REACT

• ReasonReact
• A ReasonReact Tutorial - Jared Forsyth
• Advanced ReasonReact: Higher Order Components - Jared Forsyth

OCAML - REASON - REASON REACT - VIDEOS

• Hitchhiker's guide to ReasonReact - Nik Graf (React Vienna 2018)
• ReasonReact - Functional Programming for React Developers - Keira Hodgkison (LinuxConfAu Sydney 2018)

OCTAVE

• Machine Learning - Andrew Ng (Coursera)
• GNU Octave: Free Your Numbers - John W. Eaton et al. (Feb 2011)
• Intro to Octave - Dr. P.J.G. Long - 2005

OOP

• OOP and Philosophy - Steve Klabnik (RubyMidwest 2013)

PERL

• Modern Perl, 4th ed (free ebook)

POSTGRESQL

• Official manuals PG 11 | PG 10 | PG 9.6 | PG 9.5 | PG 9.4
• Awesome Postgres - Asad Dhamani
• PostgreSQL - TutorialsPoint.com
• Mastering PostgreSQL Administration - Bruce Momjian
• Official FAQ
• PostgreSQL Exercises
• PostgresWeekly.com
• PGCasts.com
• PostgreSQL Tutorial
• PostgreSQL awesomeness for Rails developers
• Redis in my Postgres (linking multiple Postgres dbs or Postgres and Redis/MySQL/Oracle/Twitter/ODBC/etc.)
• Postgres FTW: Postgres Is Just Easier - Guyren Howe
• Postgres Rules
• Postgres, the Best Tool You're Already Using - Adam Sanderson (RailsConf 2013)
• PostgreSQL proficiency for Python people - Christophe Pettus (PyCon 2014)
• Porting ActiveRecord validations to Postgres - Sean Huber

POSTGRESQL - ADVANCED FEATURES

• WITH Queries (Common Table Expressions): Write auxiliary statements for use in a larger query
• Is PostgreSQL Your Next JSON Database? - Dj Walker-Morgan
• The Benefits of Materialized Views (and how to use them in your Ruby on Rails project) - Ryan Rebo
• PostgreSQL’s Powerful New Join Type: LATERAL - Dan Robinson
• Range Types in PostgreSQL 9.2 - Your Life Will Never Be the Same - Jonathan S. Katz (Postgres Open)
• Full-Text Search: Seek and Ye Shall Find - Dan Scott (Postgres Open)
• Using PostgreSQL and jsonb with Ruby on Rails - Nando Vieira

POSTGRESQL - ANALYTICS

• Building a real time analytics API at scale - Sylvain Friquet (PostgresOpen 2018)

POSTGRESQL - JSON / JSONB

• Using JSON in PostgreSQL - Andrew Dunstan (PostgresOpen SV 2018)
• Dox: Document Database API extension for Postgres - Rob Conery & A Pure PostgreSQL Document Database API
• Unleash the Power of Storing JSON in Postgres - Leigh Halliday

POSTGRESQL - MONITORING

• How to Monitor Your Database - (PostgresOpen SV 2018)
• Dynamic Monitoring of PostgreSQL Instances Using pg_top - Brian Fehrle

POSTGRESQL - PAGINATION

• Five ways to paginate in Postgres, from the basic to the exotic - Joe Nelson
• Why Most Programmers Get Pagination Wrong - Lukas Eder

POSTGRESQL - PERFORMANCE

• Computational Complexity and the Query Planner - James Coleman

POSTGRESQL - POSTGREST

• PostgREST - REST API for any Postgres database

POSTGRESQL - REPLICATION

• Streaming Replication (Postgresql.org)
• WAL-E: Continuous Archiving for Postgres
• Debezium: Change data capture for a variety of databases & Debezium.io
• BottledWater: Change data capture from PostgreSQL into Kafka (Confluent.com)
• repmgr: Replication Manager for PostgreSQL

POSTGRESQL - TIMESCALEDB

• TimescaleDB: open-source time-series database optimized for fast ingest and complex queries. Engineered up from PostgreSQL, packaged as an extension: Github | Timescale.com

POSTGRESQL - VIDEOS

• PostgresOpen Silicon Valley
• PGCon: 2018 | 2017 | 2016 | 2015
• Scaling Postgres
• Postgres Conference
• PGConf US
• Youtube

PRIVACY

• Privacy-friendly alternatives to Google that don't track you
• How To Protect Your Users With The Privacy By Design Framework - Heather Burns

PRIVACY - GDPR

• How GDPR Will Change The Way You Develop - Heather Burns

PRODUCT DEVELOPMENT

• Essentials of Product Development - Ryan Singer (WindyCityRails2012)

PRODUCT DEVELOPMENT - PROFESSIONALISM / EXCELLENCE / EFFICIENCY

• The Twelve-Factor App - Adam Wiggins
• Warren Buffet's Life Advice Will Change Your Future - Motivation Madness
• 10 Philosophies for Engineers - Jeff Meyerson
• Building a Culture of Learning - Joe Mastey (MountainWest RubyConf 2015)
• Code Club - Saron Yitbarek (LoneStarRuby 2015)
• Real Developers Ship (a.k.a Tenets for Software Delivery) - Sebastian von Conrad (Ruby Australia 2014)
• Software is Details - Kevlin Henney (SATURN 2017)
• Trusted Autonomy - Ben Marx (Code Beam SF 2018)
• Great Developers Steal - Ben Scofield (Scotland Ruby Conf 2011)
• Being an Excellent Software Developer - Michael Norton (WindyCityRails2012)
• Cultures of Effective Learning - Jeff Cohen (WindyCityRails2012)
• Principles For Success - Ray Dalio
• Continuous Testing - Ruby-Toolbox
• 10-item work-efficiency recipe
• Keynote - Tom Preston-Werner (GitHub) (NLC 2011)
• Level Up! Test-driving your personal development - Alan Gardner (Scotland Ruby Conf 2011)
• Teach Your Way to Better Code - Felix Clack (Ruby Australia 2014)
• Legacy - Chad Fowler (Aloha RubyConf 2012)
• Nobody will Train You but You - Zachary Briggs (RailsConf 2013) & Ruby MidWest 2013
• Build a Bigger Brain: How Healthy Living Makes You Smarter - Joe Kutner (BigRuby 2013)
• The Most Important Optimization: Happiness (BigRuby 2013)
• The War For Talent: How To Succeed As an Employer or Engineer - Allan Grant (RailsConf 2013)

PRODUCT DEVELOPMENT - PEOPLE, PROCESS & TEAMS

• We fired our top talent. Best decision we ever made - Jonathan Solórzano-Hamilton
• Know Your Company blog - Claire Lew
• Humane Development - Ernie Miller (RailsConf 2015) & (RubyOnAles 2015
• Patterns of Effective Teams - Dan North (GOTO Chicago 2017)
• What We Actually Know About Software Development, and Why We Believe It’s True - Greg Wilson
• Amelia Bedelia Learns to Code - Kylie Stradley (RailsConf 2015)
• Lessons from Theater and Software - Kevin Stevens (Rocky Mountain Ruby 2013)
• 5 Things I Wish Someone Had Told Me About Programming Before I Started - Kerri Miller (RubyConf 2014)
• Building a Culture of Quality - Bryan Helmkamp (LoneStarRuby 2013)
• Ready To Code: Automate Your Development Environment - David Kerber (RubyMidwest 2013)
• Keynote: Hacking Passion - Katrina Owen (LoneStarRuby 2013)
• Failure for Fun and Profit! - Kerri Miller (RubyMidwest 2013)
• Architecting the Chaos - Building Travis CI - Konstantin Haase (SteelCityRuby 2013)
• Keep Software Weird - Leon Gersing (SteelCityRuby 2013)
• The End of Fun - Sarah Mei (LoneStarRuby 2013)
• GET / Better - Mark Bates (Burlington Ruby 2013)
• James Edward Gray II keynote (Ruby Midwest 2013)
• Channel Your Inner Jason Bay: How to Be Productive On a New Team - Ashish Dixit (SteelCityRuby 2013)
• Rockstars & Consultants, Who needs 'em? - Lori Olson (Aloha RubyConf 2012)
• Does pair programming have to suck? - Angela Harms (Ruby Midwest 2011)
• Joe O'Brien - People: the missing ingredient (GoGaRuCo2012)
• Must Have 10+ Years People Experience - Ashe Dryden (Ruby MidWest 2013)
• The Future of Work: Back to First Principles - Scott Chacon (Barcelona RuCo 2012) & alt version
• Unsucking Your Team's Development Environment - Zach Holman (Barcelona RuCo 2012)
• Real Software Engineering - Glenn Vanderburg (Lone Star RubyConf 2010)
• A Short History of Software Engineering - Paolo Perrotta (Barcelona RuCo 2012)
• How to Build a Sustainably Awesome Development Team - Jim Remsik & Les Hill (Lone Star RubyConf 2010)
• How GitHub Uses GitHub to Build GitHub - Zach Holman (Ruby Midwest 2011)
• People Patterns - Joe O'Brien (Ruby Midwest 2011)
• WideTeams.com (podcasts on remote collaboration)
• Move Fast and Make Things - Adam Keys (BigRuby 2013)

PRODUCT DEVELOPMENT - PEOPLE, PROCESS & TEAMS - REMOTE

• Learnings from 4000+ interviews for hiring remote employees - Nitesh Agrawal

PRODUCT DEVELOPMENT - COMMUNICATION TOOLS

• Basecamp
• GitLab HQ
• Pivotal Tracker

PROGRAMMING

• Awesome list of awesome lists - Sindre Sorhus
• Programming talks - Veit Heller
• 24-page zine collection of linux/systems comics - Julia Evans
• Every Programmer Should Know - Alexey Migutsky
• Core Design Principles for Software Developers - Venkat Subramaniam
• Design Patterns in the Light of Lambda Expressions - Venkat Subramaniam

PROGRAMMING - ACTOR MODEL

• Get to know the Actor Model - Roberto Dip
• Thinking in actors - Saša Jurić (WebCamp Zagreb 2014)
• Hewitt, Meijer and Szyperski: The Actor Model (everything you wanted to know...)

PROGRAMMING - BOOKS

• 97 Things Every Programmer Should Know - various authors, O'Reilly
• The Architecture of Open Source Applications
• The Codeless Code - Qi
• Essential Coding Theory - Venkatesan Guruswami, Atri Rudra and Madhu Sudan
• Foundations of Computer Science - Al Aho and Jeff Ullman
• GitBook.com
• How to Design Programs - Matthias Felleisen, Robert Bruce Findler, Matthew Flatt, Shriram Krishnamurthi
• Introduction to Computing: Explorations in Language, Logic and Machines - David Evans | PDF | Read online
• Patterns of Software - Richard P. Gabriel
• Producing Open Source Software: How to Run a Successful Free Software Project - Karl Fogel
• Programming Models for Distributed Computing - Northeastern University CS7680

PROGRAMMING - BLOGS

• AListApart.com
• Code Words
• Dev.to
• Dr. Dobbs
• The Effective Engineer - Edmond Lau
• TheGeekStuff.com
• Hacker Noon
• Indie Hackers
• Jeff Atwood - "Coding Horror"
• Joel Spolsky - JoelOnSoftware.com
• MartinFowler.com
• Medium.com - Software Development
• Scott Hanselman
• Smooth Terminal
• StackOverflow

PROGRAMMING - CHEATSHEETS

• DevHints.io - Rico Sta. Cruz

PROGRAMMING - CODE REVIEWS

• Awesome Code Review
• Code Review in Remote Teams - Sean Hammond
• The Science of Code Reviews - Rich Kuipers (Dutch PHP Conference in 2018)
• Goldilocks And The Three Code Reviews - Vaidehi Joshi (RailsConf 2017)

PROGRAMMING - CONCURRENCY

• Thinking Outside the Synchronisation Quadrant - Kevlin Henney (NDC {London} 2017)
• Distributed, Eventually Consistent Computations - Christopher Meiklejohn

PROGRAMMING - CONSULTING

• The Prosperous Software Consultant - Nader Dabit

PROGRAMMING - DCI (DATA, CONTEXT, INTERACTIONS)

• Data, Context and Interaction - Wikipedia
• Trygve Reenskaug - DCI: Re-thinking the foundations of object orientation and of programming (Øredev Conference 2009)
• The DCI Architecture: Supporting the Agile Agenda - James Coplien (Øredev Conference 2009)
• Rickard Öberg - DCI in Practice (Øredev Conference 2009)
• Working with objects — in computer and mind - Trygve Reenskaug and James O. Coplien
• FullOO.info
• The DCI Architecture: A New Vision of Object-Oriented Programming - Trygve Reenskaug and James O. Coplien
• The Common Sense of Object Orientated Programming - Trygve Reenskaug

PROGRAMMING - FUNCTIONAL REACTIVE PROGRAMMING

• Lightbend Reactive Architecture (6 courses)
• The introduction to Reactive Programming you've been missing - Andre Staltz
• Reactive is a Product - Jamie Allen (Reactive Summit Montreal 2018)
• An Event-driven and Reactive Future - Jonathan Worthington (FooCafe)
• What does it mean to be Reactive? - Erik Meijer (React 2014)
• K Things I Know About Building Resilient Reactive Systems - Joe Armstrong (React 2014)
• Functional Reactive Programming: Cleanly Abstracted Interactivity - BoostCon
• RXMarbles.com - Interactive diagrams of Rx Observables
• Stream processing, Event sourcing, Reactive, CEP… and making sense of it all - Martin Kleppmann
• An Event-driven and Reactive Future - Jonathan Worthington (FooCafe 2014)
• How To Be More Productive (With Streams) - Graham Hutton (C9 Lectures) | PDF | PPT

PROGRAMMING - HISTORY

• The Mother of All Demos, presented by Douglas Engelbart (1968)

PROGRAMMING - LANGUAGE CREATION

• Designing With Passion - Joe Armstrong, Evan Czaplicki, Bruce Tate, Dave Thomas, John Hughes (Erlang Solutions 2016)

PROGRAMMING - LANGUAGE POPULARITY

• TIOBE Index
• PYPL PopularitY of Programming Language
• 15 Most Popular Languages on Github 2017
• RedMonk
• OpenHub (Black Duck)

PROGRAMMING - LEARNING (FREE)

• Code Studio
• Codecademy (Registration required)
• CS50: Intro to Computer Science - David J. Malan (Harvard)
• Fun Fun Function - Mattias Petter Johansson, a.k.a. "mpj"
• I Love Coding (Registration required)
• Upcase - Thoughtbot
• WatchMeCode.net (Registration required)

PROGRAMMING - LEARNING (PAID)

• Daily Drip
• Destroy All Software
• Egghead.io
• Evented Mind
• Frontend Masters
• Go Rails
• InformIT
• LearnElixir.tv - Daniel Berkompas
• LearnPhoenix.tv - Daniel Berkompas
• Lynda.com
• PeerToPeer.io
• Pluralsight
• Sitepoint
• Treehouse
• Tuts+
• Udacity
• Udemy
• Upcase - Thoughtbot

PROGRAMMING - LEARNING - GAMES

• Games on Github - Lee Reilly
• Phaser.io
• Game Editor (cross-platform game creator)

PROGRAMMING - MANAGEMENT

• Tips for Managing a Widely Distributed Team - Dirkjan Bussink (#LeadDevLondon 2018)

PROGRAMMING - MANAGEMENT - BILL CAMPBELL

• People, Leadership & Startups - Bill Campbell (Khosla Ventures)
• Remembering the Life and Career of Bill Campbell (Fortune)
• Fireside Chat With Ben Horowitz of Andreessen Horowitz and Bill Campbell of Intuit
• Intuit CEO Conversations with Brad Smith and Bill Campbell

PROGRAMMING - MESSAGING & QUEUES

• Decouple all the things: Asynchronous messaging keeps it simple - Kerstin Puschke (ArrrrCamp 2015)

PROGRAMMING - MESSAGING & QUEUES - RABBITMQ

• Reliable Messaging With RabbitMQ - Part 1 - JimOnDemand
• RabbitMQ Simulator
• A Transmuting Journey: From a Ruby on Rails Monolith to Elixir and Elm Microservices - Volker Rabe: Video | Slides
• RabbitMQ is the new king - Alvaro Videla & Jan Machacek
• Dissecting the Rabbit: RabbitMQ Internal Architecture - Alvaro Videla (Lambda Days 2015)

PROGRAMMING - PODCASTS

• 85 Podcasts for Developers, Programmers & Software Engineers - HackerLists.com
• Ultimate List Of Developer Podcasts - John Sonmez
• a16z - Andreessen Horowitz
• Advance Tech Podcasts
• Agile Revolution
• Agile Toolkit Podcast
• The Architecht Show
• Art of Product
• The Big Web Show
• The Bike Shed - Thoughtbot
• CaSE: Conversations About Software Engineering
• The Changelog - Adam Stacoviak and Jerod Santo
• Code Podcast
• Cognicast
• CoRecursive - Adam Bell
• CTRL+ClickCast
• Cynical Developer - James Studdart
• Daily Tech News Show
• Developer On Fire
• Dr. Dobbs TV (Video)
• Elixir Fountain
• Exponent
• FLOSS Weekly
• The Freelancers' Show
• Front End Happy Hour
• Full Stack Radio
• Function
• FunctionalGeekery.com
• Giant Robots
• Greater Than Code
• Hansel Minutes
• Herding Code
• InfoQ Podcast
• IoT On Tap - Chris Herrera & Randy Pitcher
• Javascript Jabber
• Lightbend
• The New Stack
• On Computing
• Packet Pushers
• PathToPerf
• Programming Throwdown - Patrick Wheeler & Jason Gauci
• Recode/Decode - Kara Swisher
• Ruby Rogues
• Shop Talk
• Software Engineering Daily | iTunes | Slack
• Software Defined Talk
• Software Engineering Radio
• Tech Done Right - Noel Rappin
• Toolsday.io
• Turing-Incomplete
• Upgrade
• The Web Ahead
• Your System Called: A Threat Stack Podcast

PROGRAMMING - STREAM PROCESSING

• Stream Handbook - Doug McIlroy
• Embracing Streams…Everywhere - Nitesh Kant (Reactive Summit 2016)
• Learn RxJS - Brian Troncone
• RxMarbles.com
• Taking the Pain Out of Deploying Streaming Applications - Gerard Maas & Craig Blitz, Lightbend (Reactive Summit Montreal 2018)

PROGRAMMING - TECHNICAL DEBT

• Tech Debt - MPJ's Musings - Fun Fun Function
• Representing Your Technical Debt - Ipek Ozkaya
• Managing Technical Debt - Steve McConnell 2008
• Technical Debt: From Metaphor to Theory and Practice - Philippe Kruchten, Robert L. Nord, and Ipek Ozkaya
• Managing Technical Debt - Steve McConnell 2013 & Construx Webinar
• Technical Debt - Martin Fowler
• Technical debt and system architecture: The impact of coupling on defect-related activity - Alan MacCormack and Daniel J. Sturtevant
• Technical Debt - The code monster in everyone's closet - Nina Zakharenko (PyCon 2015)
• The Practical Approach to Reducing Technical Debt - Spencer Greene
• Escaping the Technical Debt Cycle - Michael Feathers
• Don’t Start Up With Hidden Debt: Understanding and Managing Technical Debt - eBags
• Technical debt using dynamic indicators: NVP and IRR - Francisco Miguel García
• Architecture Wars - The competition between Features and Technical Debt: Part 1 & Part 2

PROGRAMMING - VIDEOS

• VoxxedDays Zurich 2018
• QCon New York 2018
• DeconstructConf: 2017
• Devoxx: Belgium 2018 | Belgium 2017 | Poland 2017
• GOTO channel
  • GOTO Chicago 2017
  • GOTO Amsterdam 2017
  • GOTO Berlin 2016
  • GOTO London 2016
  • GOTO Stockholm Nights: Data-Driven Decisions
  • GOTO Copenhagen 2016
• NDC Conferences (Over 1,100 conference videos)
• SkillsMatter.com/Skillscasts
• InfoQ.com videos
• Jfokus: 2016 | 2015
• O'Reilly
• OSCON 2014
• FutureTalks - NewRelic
• Forward University
• StrangeLoop 2015

PURESCRIPT

• main | learn | wiki | Github
• Purescript: Tomorrow's JavaScript Today - Kris Jenkins (Øredev 2017)
• Pursuit: Purescript package documentation
• Learn Functional Programming with PureScript - John A De Goes (LambdaConf 2015)
• John A De Goes: The Easy Peasy Lemon Squeezy, Statically Typed, Purely Functional Programming For All Part 1 (skip first 13 mins) & Part 2
• Getting Started With Purescript
• Functional programming concepts in PureScript - Vincent Orr
• Building Single Page Web Applications with Purescript and Erlang - Claudia Doppioslash (EUC17)
• PureScript by Example - Phil Freeman
• kRITZCREEK blog

PURESCRIPT - ELM

• Building Single Page Web Applications with Purescript and Erlang - Claudia Doppioslash (EUC17)
• Elm in Purescript - Ryan Rempel

PURESCRIPT - HELP

• Google group

PURESCRIPT - PUX (INTERFACE TO REACT)

• PureScript & Pux - Jesse Williamson (Front End Authority, Oct 2016)

PURESCRIPT - TYPES

• PureScript's Type System - Phil Freeman (Haskell Santa Monica 2017)

PURESCRIPT - VIDEOS

• Many videos on Purescript & Haskell - kritzcreek
• PureScript Community

PYTHON

• Moved to Python.markdown (because Github was truncating this page)

R

• RStudio
• DeployR
• Rattle

R - LEARNING

• Hands-On Programming with R - Garrett Grolemund
• The Five Colleges Guide to Statistics With R
• Swirl ("Statistics With Interactive R Learning")
• The Undergraduate Guide to R - Trevor Martin
• Open Courses: Free Data Science Training Courses (DataCamp.com)
• Rabbit: Intro to R - Nicola Sturaro
• Ramarro: R for Developers (advanced R) - Andrea Spanò
• Resources to Help You Learn and Use R - UCLA
• One Page R: A Survival Guide to Data Science with R - Graham Williams
• Impatient R
• Intro to R - Venables, Smith and R Core Team
• Very Short Intro to R - Torfs & Brauer
• Advanced R - Hadley Wickham
• The Analytics Edge - MIT (EdX.org)
• Computing for Data Analysis week 1 videos - Roger Peng, week 2, week 3, week 4 & Coursera course
• Data Analysis videos - Jeff Leek's Coursera course & lecture notes & Coursera course
• Beginner's guide to R: (6-part) Introduction (ComputerWorld) & Beginner's guide to R: Useful resources
• Quick-R
• R Programming - Johns Hopkins University (Coursera)
• The Data Scientist’s Toolbox - Jeff Leek, Roger Peng, Brian Caffo
• The Little Book of R for Time Series
• One Page R
• Rtips - Paul E. Johnson - HTML & PDF
• Advanced Data Analysis From an Elementary Point of View - Cosma Rohilla Shalizi
• OpenIntro Stats textbook & Documentation for 'openintro' R data package
• Twotorials.com (fun 2-min R tutorials)
• Official R manuals
• R for Beginners - Emmanuel Paradis
• R Inferno - Patrick Burns
• Intro to Data Analysis - Hadley Wickham
• Linear Regression Models - Jeff Goldsmith
• Simple R - John Verzani
• icebreakeR
• R Tutorials - William King
• Practical Regression and Anova using R
• R Programming Wikibook
• Using R for Data Analysis and Graphics - JH Maindonald
• Introduction to R (Lam)
• The R Guide - W.J. Owen
• More R books/papers/tutorials/presentations
• R Journal
• R-bloggers
• R on Youtube
• Learning Statistics With R - Dan Navarro
• Introduction to Probability and Statistics Using R (instructions for generating PDF book through R)
• Elements of Statistical Learning
• R Fundamentals and Programming Techiniques - Thomas Lumley
• Creating R Packages: A Tutorial
• Econometrics in R
• Learn R Youtube video channel
• Revolution Analytics Youtube video channel

R - BLOGS

• R-bloggers.com
• Revolutions
• DataScience.la

R - DPLYR

• dplyr documentation

R - EXAMPLES

• RPubs.com
• R vs Python - Round 1 Round 2 Round 3

R - GGPLOT2

• 2-hr talk on "Visualising data with ggplot2" by creator Hadley Wickham
• ggplot2_tutorial.R - Frank Davenport

R - GGVIS

• Ggvis
• Introducing ggvis
• Ggvis Cookbook

R - KNITR

• KnitR (elegant, flexible and fast dynamic report generation with R)
• KnitR in a Knutshell - Karl Broman
• How to Use KnitR - Vanderbilt University
• How to Use Knitr with a Rakefile
• Plain Text, Papers, Pandoc
• KnitrBoostrap
• Blog With KnitR and Jekyll

R - NEURON (VS CODE PLUGIN)

• Data Science in Visual Studio Code using Neuron, a new VS Code extension - Lorenzo Silvestri
• Neuron demos

R - PERFORMANCE

• R: The Good Parts

R - PERFORMANCE - DATA.TABLE

• Data.table rocks! Data manipulation the fast way in R

R - PERFORMANCE - PIVOTAL R

• 20 Minute Guide to Get Started with PivotalR

R - SEARCH

• RSeek.org
• R Site Search
• R mailing list archive

R - SHINY

• Shiny
• Show Me Shiny (live examples)
• Welcome to Shiny (tutorial)
• Summertime with ggvis and shiny

R - TIME SERIES

• CRAN Task View: Time Series Analysis
• History of R Financial Time Series Plotting
• Time Series Analysis With R
• Reading Financial Time Series Data with R - Joseph Rickert

R - VIDEOS

• Basic R tutorial videos
• Expressing Yourself in R (video) - Hadley Wickham

RACK

• Rack Middleware as a General Purpose Abstraction - Mitchell Hashimoto (MountainWest RubyConf 2012)
• Rack: A Framework to Roll Your Own - Nishant Modak (Ruby Australia 2014)

RAILS

• Moved to Ruby.markdown (because Github was truncating this page)

REDIS & RESQUE

• Redis.io: Documentation | Intro | Clients
• Andrew Glover: Asynchronous Processing, Messaging, and Redis/Resque
• The Little Redis Book - Karl Seguin
• Redis Tutorials: Zero to Hero with NoSQL Redis: "You've Got Key Values! A Redis Jump Start"
• Redis Labs' Youtube videos
• Getting Started With Redis: Part 1 | Part 2 | Part 3 | Part 4 | Part 5
• Fun with Ruby and Redis - Javier Ramirez (ArrrCamp 2013)

REDIS - GUIS

• Medis (currently Mac-only): GetMedis.com | Github

REGULAR EXPRESSIONS

• Regex Cheat Sheet - Emma Wedekind
• Regexper.com
• RegEx101.com
• Rubular.com
• LearnPython.org
• EloquentJavascript.net
• Ruby regular expressions cheatsheet

ROBOTICS

ROBOTICS - COZMO

• Cozmo Python SDK - Anki
• cozmo-tools - Dave Touretzky (Carnegie Mellon University)
• Cozmo Voice Commands (CvC) - Riccardo Sallusti
• Cozmo Challenge: Playfully learning how to program - GrinningHermit
• Cozmo Animation Explorer - GrinningHermit
• Cozmo Scratch SDK - Konnor Andrews
• Cozmo Beyond: Collection of projects built with Cozmo SDK - Peter Mitrano
• Cozmo Weather: I taught Cozmo to read the weather forecast - Daniel Wilches
• Cozplay demos - Cozmo games taking advantage of Cozmo's capabilities in unique and engaging ways

RUBY

• Moved to Ruby.markdown (because Github was truncating this page)

RUST

• The Rust Programming Language, 2nd ed
• Rust Tutorial: Learn How to Be Productive in Rust - Nicholas Cameron (Linux.conf.au 2018)
• Idiomatic Rust - Matthias Endler
• Diving Into Rust For The First Time - Niko Matsakis (C++ Now 2017)
• How Rust is Tilde’s Competitive Advantage
• Chucklefish Taps Rust to Bring Safe Concurrency to Video Games
• A Case for Oxidation: The Rust Programming Language - Sergio Benitez
• Rust 101 - E. Dunham (Linux.conf.au 2017)
• Rust Tutorial - Derek Banas
• WebAssembly - Rust to JavaScript in under 20 minutes - Scott Batson
• Baby’s First Rust+WebAssembly module: Say hi to JSConf EU! - Lin Clark (JSConf EU 2018)

RUST - FUNCTIONAL PROGRAMMING

• Introduction to Functional Programming in Rust — Antoni Boucher (Lambda Montreal 2017)

RUST - ROCKET

• Rocket (web framework) - Sergio Benitez: Github | Overview | Guide | API | Quickstart | Getting Started | Wiki

RUST - VIDEOS

• RustConf: 2018 | 2017
• RustFest Paris 2018

RUST - YEW

• Yew a Rust+WebAssembly framework for client-side web apps - Denis Kolodin (RustFest Paris 2018)
• Rustlang Project: Todo App (Yew Framework and Web Assembly) - Tensor Programming

SCALA

• Standard Library API | Core Scala API
• Tour of Scala - scala-lang.org
• Awesome Scala (curated Scala resources) - Lauris Dzilums
• Scala School - Twitter
  • Basics
  • Basics Continued
  • Collections
  • Pattern Matching & Functional Composition
  • Type & Polymorphism Basics
  • Advanced Types
  • Simple Build Tool
  • More Collections
  • Testing With Specs
  • Concurrency In Scala
  • Java + Scala
  • Intro to Finagle
  • Searchbird
• Official documentation | Cheatsheet
• All About Scala
• 21 Steps to Get Started with Apache Spark using Scala - Ankit Gupta
• Effective Scala - Marius Eriksen
• Tim Cowlishaw - From Ruby to Scala and back again: Better living through type-checking - Tim Colishaw (Ruby Manor 4.0)
• Scala: The Simple Parts - Martin Odersky (GOTO Conf 2014)
• Scala Best Practices I Wish Someone'd Told Me About - Nicolas Rinaudo
• Scala Exercises
• Typeclasses in Scala - Dan Rosen

SCALA - AKKA

• Akka.io | Documentation | Quickstart
• A Practical Introduction to Akka Streams - Jacek Kunicki (Lambda Days 2017)
• Cloud-Native Applications Meet Cloud-Native Infrastructure - Fabio Tiriticco
• Cloud Native Akka & Kubernetes: the holy grail to elasticity? - Fabio Tiriticco ("J" {"On": "The Beach"} 2018) & Akka Java Middleware: What Goes Inside the Containers Counts - Susan Hall
• Supercharging Marketo's Multi-Tenant Platform By Going Reactive - Marketo (Reactive Summit Montreal 2018)
• Implementing the Reactive Manifesto with Akka - Adam Warski (Lambda Days 2015)
• High Performance Actors - Kiki Carter
• Lessons Learned: Building Scalable & Elastic Akka Clusters on Google Managed Kubernetes - Timo Mechler & Charles Adetiloye (Reactive Summit Montreal 2018)

SCALA - AKKA - AKKA STREAMS

• Akka Streams

SCALA - BLOGS

• Alvin Alexander

SCALA - BOOKS

• Scala By Example - Martin Odersky (free PDF)
• Learning Functional Programming in Scala - Alvin Alexander (free PDF)
• Scala for the Impatient (free PDF; requires registration)
• Scala in Depth (free PDF; requires registration)
• Scala Tutorial (PDF) - TutorialsPoint.com
• Scala Cookbook
• Hello, Scala
• Functional Programming, Simplified - Alvin Alexander: 400-page preview PDF | Book
• Underscore Books, including Essential Scala

SCALA - COURSES

• AllAboutScala.com
• Coursera: All Scala courses | Functional Programming Principles in Scala - Martin Odersky | Big Data Analysis with Scala and Spark | Functional Program Design in Scala | Functional Programming in Scala Capstone | Specialization: Functional Programming in Scala
• Fundamentals of Scalable Data Science - Romeo Kienzler
• Lightbend Reactive Architecture:
  • Intro to Reactive Principles
  • Domain-Driven Design
  • Reactive Microservices
  • Building Scalable Systems
  • Distributed Messaging Patterns (not yet posted)
  • CQRS & Event Sourcing (not yet posted)

SCALA - EVENT SOURCING/CQRS

• Designing Events-First Microservices - Jonas Bonér (Qcon New York 2018)
• Event Sourcing and CQRS - Lutz Huehnken (Scala Days 2017)
• The Promise of Event Driven Programming with Fast Data - Duncan DeVore (ScalaDays Berlin 2018)

SCALA - FUNCTIONAL PROGRAMMING

• Intro to Functional Programming (in Scala) Francis Toth (Lambda Montreal 2017)
• Jordan Parmer: Let’s Code Real World App Using Purely Functional Techniques (in Scala) | Common Functional Techniques | Functional Programming: Type Systems | Reactive Streams | Other Jordan Parmer Scala FP talks
• Cats: Lightweight, modular, and extensible library for functional programming
• Intro to FP in Scala: Exploring a Toolbox for Solving Problems - Pawel Szulc (LambdaConf λC 2017): Part 1 | Part 2 | Part 3 | Part 4 | Part 5 | Part 6
• Real-World Functional Scala - Chris Birchall (Lambda World 2016)
• Functional Programming Essentials - Kelley Robinson (GOTO 2017)
• Scala Tutorial - LearningJournal.in: Elements of Functional Programming, Part 1 | Elements of Functional Programming, Part 2 | Full playlist
• Functional Programming Principles in Scala - Scala creator Martin Odersky (École Polytechnique Fédérale de Lausanne) Coursera
• Principles of Reactive Programming - Scala creator Martin Odersky, Erik Meijer & Roland Kuhn
• Functional Programming with Scala - Jacek Laskowski (JEE Conf 2015)
• Full Stack Type-safety: Elm with Scala - Choucri Fahed (Lambda Days 2017)
• Cats - A Fresh Look at Functional Programming in Scala - Mike Stew (LambdaConf 2015)
• Intro to Functional Programming in Scala - Joe Barnes
• Programs as Values: Pure Composable Database Access in Scala - Rob Norris
• Online material for the Introduction to Functional Game Programming with Scala workshop - John De Goes

SCALA - FUTURE

• The Last Hope for Scala's Infinity War - John A. De Goes (Scalapeño 2018)

SCALA - GRAPHQL

• GraphQL Scala Tutorial - Mariusz Nosiński

SCALA - INTELLIJ

• IntelliJ Tutorial

SCALA - LAGOM

• Lagom: open source framework for reactive microservice systems in Java or Scala, built on Akka and Play | Github | Docs | Getting Started | StackOverflow | Blog
• What Can Lagom Do For You? - Renato Cavalcanti (µCon London 2018)

SCALA - SBT

• Getting Started | SBT: The Missing Tutorial - Shekhar Gulati

SCALA - SCALA.JS

• Scala.js | Docs | Tutorials | Libraries

SCALA - SCALA NATIVE

• Scala-Native.org | Github

SCALA - SCALAZ

• The Design of the Scalaz 8 Effect System - John A. De Goes (scale.bythebay.io)

SCALA - STTP

• sttp: the Scala HTTP client that you always wanted! - Adam Warski (ScalaDays New York 2018

SCALA - TESTING

SCALA - TESTING - SCALATEST

• Website | Quick Start | User Guide | At a Glance | ScalaDoc | Install

SCALA - VIDEOS

• SF Scala
• Scala Days: New York 2018 | Berlin 2018 Berlin 2018 Keynotes | 2017 | 2016
• Scala -- the Simple Parts - Martin Odersky (SF Scala 2014)
• Scala: Beyond the Basics - Christopher Batey
• Scalawags
• Learn Scala in One Video - Derek Banas
• Scala for the Intrigued - Dr. Venkat Subramaniam
• Big Data Pipelines With Scala - Gleb Kanterov (λC 2017)- Part 1 | Part 2
• Scala: The Simple Parts - Martin Odersky (SF Scala)
• Essential Scala: Six Core Principles for Learning Scala - Noel Welsh (Scala Days 2015 Amsterdam)
• Why Scala? - Venkat Subramaniam
• Scala with Style - Martin Odersky
• Demystifying Scala - Kelley Robinson (GOTO 2017)
• Effective Scala - Josh Suereth (DEVOXX 2016)
• Tim Cowlishaw - From Ruby to Scala and back again: Better living through type-checking - Tim Colishaw (Ruby Manor 4.0)
• Scala: The Simple Parts - Martin Odersky (GOTO Conf 2014)
• Scala talks: Confreaks.tv & Youtube

SCIENCE FICTION (SCI FI)

• Mindwebs: Science Fiction stories read by Michael Hanson

SCRATCH

• Programming in Scratch - Harvey Mudd College (edX)

SECURITY

• Frank Abagnale: "Catch Me If You Can" | Talks at Google
• Awesome Hacking: A collection of awesome lists for hackers, pentesters & security researchers
• BadSSL.com - See how your browser behaves when SSL is incorrectly configured
• Computer Systems Security - MIT
• Critical Code in Millions of Macs Isn't Getting Apple's Updates

SECURITY - ENCRYPTION

• Crypto101 (free in-depth cryptography book) - Laurens Van Houtven & PyCon US 2013 talk
• Cryptography Tutorial - Joe Armstrong
• How Hash Algorithms Work - ?
• Enabling HTTPS on Your Servers - Chris Palmer & Matt Gaunt
• Let's Encrypt - "lets site operators turn on and manage HTTPS with simple commands"
• Awesome Cryptography
• Encryption Works: How to Protect Your Privacy in the Age of NSA Surveillance - Micha Leee (Freedom of the Press Foundation)

SECURITY - ENCRYPTION - FREE CERTS

• LetsEncrypt.org | Github | Twitter
• Free HTTPS certs for all – Let's Encrypt opens doors to world+dog

SECURITY - WEB

• Mobile API Security Techniques - Skip Hovsmith: Part 1 | Part 2 | Part 3 | More Skip Hovsmith
• Defense Against the Dark Arts: CSRF Attacks - Richard Feldman

SHOPPING TOOLS

• CamelCamelCamel
• Nifti
• PriceGrabber
• ShopSavvy
• TheWireCutter

STATISTICAL ANALYSIS

• Data Science Resources - Adi Bronshtein

STATISTICAL ANALYSIS - INTRO TO

• Data Science Masters: Github & website
• Intro to Statistics - Thomas Haslwanter: HTML | PDF | Github (with full sourcecode)
• Learning From Data - Yaser Abu-Mostafa (Caltech)
• An Introduction to Statistical Learning With Applications in R - Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani & PDF & Videos
• Elements of Statistical Learning, 2nd ed
• Learning Statistics will Save Your Life - John Paul Ashenfelter (MountainWest RubyConf 2015)

STATISTICAL ANALYSIS - PRINCIPAL COMPONENT ANALYSIS

• Principal Component Analysis (PCA) - Luis Serrano

STATISTICAL ANALYSIS - SUPPORT VECTOR MACHINES (SVMS)

• How Support Vector Machines work / How to open a black box - Brandon Rohrer
• Support Vector Machine (SVM) Tutorial - Abhishek Ghose

STATISTICAL ANALYSIS - TIME SERIES

• Introduction to Computational Finance and Financial Econometrics - Eric Zivot
• Variety of Eric Zivot PDFs for Econ 584 including Vector Autoregressive Models for Multivariate Time Series

STATISTICAL ANALYSIS - VIDEOS

• Data by the Bay 2016
• Strata Conference 2014 videos
• Strata Conference 2013 videos

SVG

• Pocket Guide to Writing SVG - Joni Trythall

TASK WARRIOR

• TaskWarrior.org | Getting Started | Docs | Syntax
• tasksched: A new Elm UI for Task Warrior - Kamila Součková

TESTING

• Testing Microservices, the sane way - Cindy Sridharan
• Ruby-Toolbox - Testing tools
• Testing of Microservices - André Schaffer
• Let's Make Testing Fun Again - Noel Rappin (WindyCityRails2012)
• Test Your Legacy Rails Code - Noel Rappin (Ruby Midwest 2011)
• Jenkins User Conference San Francisco 2012 videos
• Breaking Up With Your Test Suite - Justin Searls (AncientCity Ruby 2014)

TESTING - CONTINUOUS INTEGRATION

• Ruby-Toolbox - Continuous Integration
• Deconstructing Travis - Josh

TESTING - CONTINUOUS INTEGRATION - CONCOURSE & FLY

• Concourse-ci.org | Docs | Articles | Github | StackOverflow | Development | Forum

TESTING - CONTINUOUS INTEGRATION - JENKINS

• Jenkins User Handbook (PDF)
• Jenkins Tutorial (PDF) - TutorialsPoint.com
• Helm Chart
• Continuously delivering apps to Kubernetes using Helm (Adnan Abdulhussein - Bitnami)
• Jenkins User Conference London 2015
• Jenkins talks - Confreaks.tv
• Jenkins User Conference San Francisco 2012
• Jenkins User Conference Palo Alto 2013

TESTING - COVERAGE

• SimpleCov, RCov
• Ruby-Toolbox - Code Metrics

TESTING - DEBUGGING

• How to Debug Anything - James Golick (GoRuCo 2014)

TESTING - INTEGRATION TESTS

• Ruby-Toolbox - Browser Testing
• Ruby-Toolbox - Distributed Testing

TESTING - MOCKS

• Yay! Mocks! - Corey Haines (Aloha Ruby Conf 2012)
• Mock Objects in Discovery Tests - Justin Searls

TESTING - UNIT TESTS

• Why Is a Math Proof Like a Unit Test? - Daniela Wellisz (GoGaRuCo 2012)

TMUX

• Tmux Quickstart Guide - Sam Livingston-Gray
• Humans Present: tmux - Thoughtbot
• Keegan Lowenstein: Benefits of using tmux - lessons from streamlining a dev environment & Tmux & Vim - even better together
• A tmux Primer (on persistent remote sessions) - Daniel Miessler
• ArchLinux Tmux wiki
• The Tao of Tmux
• 10 Killer Tmux Tips - Benjamin Tan Wei Hao
• Impressive Ruby Productivity with Vim and Tmux - Chris Hunt & Ancient City Ruby 2013
• man page
• FAQ
• Pair Programming With Tmux - Flaviu Simihaian

TMUX - AUTOMATION / SCRIPTING

• tmuxp
• TmuxP documentation

TMUX - BASICS

• A Tmux Primer - Daniel Miessler
• Tmux: A Simple Start - Glenn Goodrich
• Intro to Tmux (NetTuts)
• Tmux Crash Course (Thoughtbot)
• Tmux - The Terminal Multiplexer - part 1 & part 2

TMUX - CHEATSHEETS

• Terminal Multiplexers: Screen, Tmux
• Tmux Cheatsheet (Mohamed Alaa)
• Tmux Cheatsheet (Niklas Ottoson)
• Tmux Cheat Sheet & Quick Reference
• Tmux Cheatsheet (Alvin Alexander) & PDF
• Tmux Cheatsheet (Andrey Vit)

TMUX - MACOS

• A better copy/paste flow for tmux on MacOS - Sidharth Shanker

TMUX - PLUGINS

• Tmux Plugin Manager
• Tmux Plugins & Tools
• vim-tmux-navigator - Chris Toomey & cheatsheet

TMUX - RESURRECT

• tmux-resurrect: Persists tmux environment across system restarts
• Undo last session save on Tmux Resurrect - Pasindu Rumal Perera

UML

• ArgoUML
• PlantUML

USABILITY

• Ruby-Toolbox - A/B Testing
• Building the Web for Everyone - Greg Tarnoff (MadisonRuby 2012)
• Your User: The Animal - Hampton Catlin (MadisonRuby 2012)

VIM (YEAH, IT'S THE BEST... THOUGH I NOW USE IT INSIDE VISUAL STUDIO CODE)

• Ian Langworth: Vim After 15 Years | Everything I Missed in "Vim After 11 Years" | Vim After 11 Years
• Full Vim documentation + Vim FAQ (downloadable PDF)
• A vim Tutorial and Primer - Daniel Miessler
• VimDoc
• vim.wikia.com
• Vimcasts.org
• Vim London videos
• Vim talks - Confreaks.tv
• VimNinjas.com
• OpenVim tutorial
• UseVim.com
• vim + tmux - OMG!Code - Nick Nisi
• Learn to speak vim – verbs, nouns, and modifiers! - Yan Pritzker
• The grammar of Vim - Rafe Colburn
• MinuteVimTricks
• vi and vim editor: Tutorial and advanced features
• Vim graphical cheat sheet-based tutorial
• Buffers, windows & tabs
• Write code faster: expert-level vim - Ben Orenstein (Railsberry 2012)
• Vim Tips With Ben (Orenstein)
• Derek Wyatt videos - Novice, Intermediate and Advanced
• Impressive Ruby Productivity with Vim and Tmux
• Vim Commands Cheat Sheet
• Cheatsheet
• NerdTree: Guide Cheatsheet add a file
• Vundle plug-in manager
• A Byte of Vim
• Vi/Vim notes - Darin Brezeale
• How I Boosted My Vim - Vincent Driessen
• Faster Grepping in Vim - Dan Croak & More vim tips from Thoughtbot

VIM - PLUGINS & DOCS

• VimAwesome.com
• ack.vim
• Asynchronous Lint Engine (A.L.E.)
• Command-T
• Ctrl-P
• ctags & Using Vim and Exuberant CTags for easy source navigation Manual & FAQ
• ctrlp.vim
• fzf (fuzzy find)
• gist.vim
• jslint.vim
• NERDTree & video tutorial
• Recover.vim
• Silver Searcher (ag)
• snipmate & video tutorial
• supertab
• syntastic
• tabular
• vim-coffee-script
• vim-fugitive & VimCasts & Painless Merge Conflict Resolution in Git
• vim-gitgutter
• vim-ipython
• vim-polyglot
• vim-rails
• vim-rake
• vim-rspec
• vim-ruby
• vim-ruby-debugger
• vim-ruby-refactoring & Check out this excellent refactoring plugin - Justin Ram
• vim-surround
• vim-textobj-rubyblock & A text-object for ruby blocks - Drew Neil
• vim-unimpaired | Unimpaired Cheatsheet
• vundle

VIM - JAVASCRIPT

• jslint.vim

VIM - NEOVIM

• NeoVim.io

VIM - PYTHON

• Vim as a Python IDE - Martin Brochhaus

VIM - SPACEMACS

• Spacemacs Documentation & Github
• Evil Mode: Or, How I Learned to Stop Worrying and Love Emacs - Aaron Bieber
• Spacemacs ABC videos - Eivind Fonn
• Migrating from Vim
• Quick Start | FAQ
• Evil-Tutor
• Cheat Sheet
• Spacemacs (Vim mode) Cheatsheet - Jason J

VIM - SPACEMACS - ALCHEMIST (ELIXIR)

• Alchemist docs | Alchemist (Github) | Wiki
• Elixir With Alchemist
• Alchemist Quick Reference Card (Spacemacs Version)

VIM - TMUX

• vim-tmux-navigator
• vim-tmux-runner

VIM - VIMSCRIPT

• Learn Vimscript the Hard Way - Steve Losh
• Scripting the Vim editor - Damian Conway:
  • Part 1: Variables, values, and expressions: HTML & PDF
  • Part 2: User-defined functions: HTML & PDF
  • Part 3: Built-in lists: HTML & PDF
  • Part 4: Dictionaries: HTML & PDF
  • Part 5: Event-driven scripting and automation: HTML & PDF
• More instantly better Vim - Damian Conway (OSCON 2013)

VISUAL STUDIO CODE (VSCODE)

• Visual Studio Code - Microsoft (but cross-platform) | Docs | Blog | GitHub
• VS Code Tips and Tricks - Microsoft
• VS Code can do that?!

WEB ASSEMBLY

• WebAssembly: How and Why - Milica Mihajlija
• Compiling for the Web with WebAssembly (Google I/O '17)
• Will WebAssembly overtake JavaScript in Web Development? - Seth Samuel (Empire Node 2016)

WEB COMPONENTS

• Web.Dev 4: Web Components - Adam Tuliper
• Why You Should Be Using Web Components Right Now. And How. - Phil Leggetter
• The Web Components Revolution is Here - Eric Bidelman (April 2014)

WEB COMPONENTS - POLYMER

• All About Polymer at SFHTML5 (April 2014)
• yo polymer - Addy Osmani (dotJS 2013)

WEATHER (NOT PROGRAMMING-RELATED, JUST USEFUL)

• National Weather Service - Nationwide radar loop
• National Weather Service - New York metro radar loop

WEB DESIGN

• Dribbble: Show & tell for designers
• SpeckyBoy
• 25 Beautiful & Clean Web Design Examples
• Web Fundamentals: Best practices for great multi-device web experiences (Google)
• Web Fundamentals: Optimizing Performance (Google)

WEB DESIGN - BRACKETS CODE EDITOR

• Brackets code editor: Brackets.io & Github

WEB DESIGN - RESPONSIVE DESIGN & PROGRESSIVE ENHANCEMENT

• Adaptive Web Design - Aaron Gustafson
• Future-Friendly Resources
• Responsive Web Design, Mobile First and Progressive enhancement in action - Leonado Lenase (ScotlandJS 2012)
• Browser Versions Are Dead
• Luke Wroblewski blogs & presentations

WEB DESIGN - USER INTERFACE (UI)

• Dribble
• Learn UI Design Blog - Erik D. Kennedy
• Flat UI Colors

WEB DESIGN - USER EXPERIENCE (UX)

• User experience mapping for dummies - Alice Emma Walker
• UX Mapping Methods Compared: A Cheat Sheet - Sarah Gibbons
• User flow is the new wireframe - Alexander Handley
• 7 Free and Open Source Wireframe Tools to Optimize User Experience - Kelsie Anderson

WRITING/PUBLISHING

• GitBook
• Softcover.io

WRITING/PUBLISHING - ASCIIDOC EDITORS

• AsciiDoctor - AsciiDoc Writer’s Guide
• AsciiDoc
• AsciiDoc Cheatsheet
• asciidoc-vim

WRITING/PUBLISHING - LITERATE PYTHON

• Literate Python

WRITING/PUBLISHING - MARKDOWN

• Markdown
• Marked 2 (not free but apparently awesome previewer)

WRITING/PUBLISHING - PANDOC

• Pandoc: Universal Document Converter
• Sustainable Authorship in Plain Text using Pandoc and Markdown - Dennis Tenen and Grant Wythoff
• Plain Text, Papers, Pandoc

WRITING/PUBLISHING - RESTRUCTURED TEXT

• reStructuredText
• ReStructured Text
• ReStructured Text Syntax - Thomas Cokelaer
• ReStructured Text Demo (.txt) & (.html)
• ReStructured Text Primer (.txt) & (.html)
• ReStructured Text Cheat Sheet - David Goodger (.txt) & (.html)

WRITING/PUBLISHING - RESTRUCTURED TEXT - RIV

• Rykka (ReStructured Text vim plugin)
• Riv: QuickStart (G.F. Rykka)
• Riv: Detailed Instructions
• Writing A Book With Vim, Restructured Text, and Sphinx - Tom Purl

WRITING/PUBLISHING - RESTRUCTURED TEXT - SPHINX

• Sphinx (Python Document Generator)

WRITING/PUBLISHING - ZOTERO

• Zotero (Firefox extention to "collect, organize, cite, and share your research sources")