m2n037

practical-python

Practical Python Programming (course by @dabeaz)

gov

killer-talks

A list of talks that are worth watching.

A-December-of-Algorithms-2019

A December of Algorithms is a small collection of algorithms to implement this December. Finish it all to get a certificate. :christmas_tree:

python-ds

No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.

awesome-diy-software

A curated list of awesome DIY software.

data-science-complete-tutorial

For extensive instructor led learning

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

supervised-ML-case-studies-course

Supervised machine learning case studies in R! 💫 A free interactive tidymodels course

sherlock

Hunt down social media accounts by username across social networks

beautiful_idiomatic_python

Notes from Raymond Hettinger's talk at PyCon US 2013.

Cmathtuts

trying to collect all useful tutorials for famous C math and linear algebra libraries such as CBLAS, CLAPACK, GSL...

ml19-20w

CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-winter offering

Awesome-shiny-apps-for-statistics

🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟

email-signature

Retire those uncool email signatures, use the template to customize and create your won cool email signature.

sicm

Working through Structure and Interpretation of Classical Mechanics.

TechInterview

:gem: Cheat sheet to prep for technical interviews.

sicp-code

Digitized code from MIT's 1986 SICP video lectures.

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

managers-playbook

:book: Heuristics for effective management

machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

IntroToR

Materials for 2018 rstudio::conf shortcourse, Introduction to R & RStudio

statrethinking_winter2019

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

ModSimPy

Text and supporting code for Modeling and Simulation in Python

Advanced-Data-Structures-with-Python

Python implementations of Advanced Data Structures and Algorithms. With each code, there is an associated markdown for explanation and applications of that algorithm or data structure.

1on1-questions

Mega list of 1 on 1 meeting questions compiled from a variety to sources

PRML

PRML algorithms implemented in Python

fastbook

The fastai book, published as Jupyter Notebooks

hacker-laws

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

awesome-taleb

A curated list of awesome things about Nassim Nicholas Taleb