Repository Index

A collection of tips to help take your CSS skills pro. 🕹

• css
• css3
• css-tricks
• awesome-list

:memo: An awesome Data Science repository to learn and apply for real world problems.

• data-science
• machine-learning
• data-visualization
• science

A simple guide to HTML <head> elements

• html5
• head
• meta-tags
• reference

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

• rag
• tutorials
• langchain
• llama-index

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

• awesome
• awesome-list
• generative-ai
• interview-questions

This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org

• hacking
• penetration-testing
• hacking-series
• cybersecurity

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

• artificial-intelligence
• cloud-ml
• computer-systems
• courseware

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Python best practices guidebook, written for humans.

• python
• guide
• book

If you want to become good at AI engineering & system design, join this newsletter 👇

• computer-science
• interview-questions
• software-engineering
• system-design

A set of best practices for JavaScript projects

• best-practices
• maintainability
• guidelines
• javascript

🎨 A curated list of delightful VS Code packages and resources.

• visual-studio
• vscode
• vscode-theme
• vscode-extension

A curated list of awesome Deep Learning tutorials, projects and communities.

• deep-learning
• neural-network
• machine-learning
• awesome

Algorithms and data structures in Swift, with explanations!

• swift
• data-structures
• algorithms

Helping you select a JavaScript framework - Todo apps for React.js, Angular, Vue and many more

A complete daily plan for studying to become a machine learning engineer.

• machine-learning
• deep-learning
• artificial-intelligence
• software-engineer

Questions to ask the company during your interview

:snowman: Possibly the smallest compiler ever

A curated list of awesome actions to use on GitHub

• awesome
• github
• github-actions
• actions

Translated:see_no_evil: Programmer job-hunting blacklist: be careful when changing jobs or becoming a technical co-founder. Updated with 有赞 (Youzan)

Curated list of Go design patterns, recipes and idioms

• go
• idioms
• patterns
• awesome

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 ;)

• bayesian-methods
• pymc
• mathematical-analysis
• jupyter-notebook

Learn Low Level Design (LLD) and prepare for interviews using free resources.

• awesome
• design-patterns
• interview
• interview-practice