Michael Grant's starred repositories
interviews
Everything you need to know to get the job.
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
MLE-Flashcards
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
ML-Notebooks
:fire: Machine Learning Notebooks
free-programming-books
:books: Freely available programming books
ML-University
Machine Learning Open Source University
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-cto
A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups
spellbook-of-modern-webdev
A Big Picture, Thesaurus, and Taxonomy of Modern JavaScript Web Development
Graph-Algorithms
Everything you need to know about graph theory to ace a technical interview :fire:
awesome-design-patterns
A curated list of software and architecture related design patterns.
free-for-dev
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
the-art-of-command-line
Master the command line, in one page
javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
public-apis
A collective list of free APIs
Full-stack-Developer-Interview-Questions-and-Answers
:grey_question:Full-stack developer interview questions and answers
FrontEndCollection
Notes for Fullstack Software Engineers. Covers common data structure and algorithms, web concepts, Javascript / TypeScript, React, and more!
project-based-learning
Curated list of project-based tutorials
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
awesome-deep-learning-papers
The most cited deep learning papers
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Data-Science--Cheat-Sheet
Cheat Sheets
awesome-public-datasets
A topic-centric list of HQ open datasets.
awesome-scholarly-data-analysis
A curated collection of resources on scholarly data analysis ranging from datasets, papers, and code about bibliometrics, citation analysis, and other scholarly commons resources.
data-science-portfolio
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
MLFundamentals
Notebooks for the "ML from the Fundamentals" series
Deep-Learning-Portfolio
Journey of Deep Learning
Machine-learning-portfolio
Machine learning portfolio
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.