machine learning and deep learning tutorials, articles and other resources
- deep-learning-tutorial
- machine-learning
- machinelearning
- deeplearning
Repository Index
71,372 visible repositories in the index
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[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
Build the best interview map. The current content includes JS, network, browser related, performance optimization, security, framework, Git, data structure, algorithm, etc.
💿 Free software that works great, and also happens to be open-source Python.
TranslatedDeep Learning Tutorial, excellent articles
- deeplearning
- cnn
- rnn
- gan
An interactive cheatsheet tool for the command-line
TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.
:video_game: :pencil: A list of Game Development resources to make magic happen.
- game-development
- gamedev
- awesome
- curated
The Uber Go Style Guide.
- golang
- go
- style-guide
- best-practices
Optimizing compiler for React
- hacktoberfest
- million
- millionjs
- virtual-dom
A collection of hacking / penetration testing resources to make you better!
- ctf
- hacking
- privilege-escalation
- reverse-engineering
TranslatedCollecting & recommending excellent Apps/hardware/tips/peripherals, etc.
- mac
- macos
- app
Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation
- adr
- documentation
- teamwork
- architecture-decision-record
GoDS (Go Data Structures) - Sets, Lists, Stacks, Maps, Trees, Queues, and much more
- go
- golang
- data-structure
- map
📺 Discover the latest machine learning / AI courses on YouTube.
🎮 The only Front-End Performance Checklist that runs faster than the others
- frontend
- front-end-development
- front-end-developer-tool
- guidelines
A curated list of practical Codex skills for automating workflows across the Codex CLI and API.
Starter files, final projects, and FAQ for my Complete JavaScript course
- udemy
- starter-files
- javascript-course
The largest curated collection of markdown badges for your personal developer branding, profile, and projects.
- github-profile-readme
- github-profile
- hacktoberfest
- branding
📝 A curated list of awesome Raspberry Pi tools, projects, images and resources
Translated7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) A series on writing/implementing things from scratch in 7 days with Go
- learning
- starter-project
- golang
- scratch
TranslatedBig Data Beginner's Guide :star:
- hadoop
- hdfs
- yarn
- mapreduce
A list of back-end related questions you can be inspired from to interview potential candidates, test yourself or completely ignore
A curated list of awesome mathematics resources
- awesome-list
- mathematics
- awesome
- lecture-notes