Repository Index

How to create an OS from scratch

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

• finance
• financial-data
• stock-data
• awesome

A playbook for systematically maximizing the performance of deep learning models.

TranslatedA collection of resources related to live streaming sources 📺 💯 IPTV, M3U — wash your hands often, wear a mask, and may everyone be immune to every poison

• m3u
• m3u8
• iptv
• iptv-m3u8

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

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

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 simple guide to HTML <head> elements

• html5
• head
• meta-tags
• reference

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

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

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

• artificial-intelligence
• book
• large-language-models
• llm

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

⛔️ 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

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• python
• machine-learning
• deep-learning
• data-science

🎨 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

Overview of ECMAScript 6 features

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

TranslatedResume template for Chinese programmers. A series of programmer resume templates, including PHP programmer resume template, iOS programmer resume template, Android programmer resume template, Web front-end programmer resume template, Java programmer resume template, C/C++ programmer resume template, NodeJS programmer resume template, architect resume template, and general programmer resume template