Repository Index

A book series (2 published editions) on the JS language.

• book-series
• javascript
• closures
• prototypes

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

• gpt
• large-language-models
• llm
• python

Learn how to develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• natural-language-processing

This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.

• rust
• course
• classroom
• guide

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

Translated:star2: Wiki of OI / ICPC for everyone. (An online walkthrough for a certain large game, containing cool arithmetic magic)

• oi
• oi-handbook
• data-structures
• algorithms

TranslatedThis project aims to share the technical principles of large models and practical experience (large model engineering, large model application deployment).

• llm
• llm-inference
• llm-serving
• llm-training

TranslatedFull-stack engineer training materials

Machine Learning Engineering Open Book

• pytorch
• slurm
• large-language-models
• llm

Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.

• book
• javascript
• functional-programming
• training-materials

Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

• vim
• editor
• tutorial
• programming

Beginner, advanced, expert level Rust training material

TranslatedLlama Chinese community: compiles the latest Llama learning materials in real time and builds the best open-source ecosystem of Chinese Llama large models, fully open source and commercially usable

• llama
• llm
• pretraining
• agent

Python training for business analysts and traders

• python
• jupyter
• jupyterlab
• binder

Go Training Class Material :

The official GitHub page for the survey paper "A Survey of Large Language Models".

• chain-of-thought
• chatgpt
• in-context-learning
• instruction-tuning

open source training courses about distributed database and distributed systems

• distributed-systems
• rust
• golang
• talent-plan

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

• sagemaker
• aws
• reinforcement-learning
• machine-learning

TranslatedChinese version of the official Android training course

Training for Golang (go language)

TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments

• accelerator
• ai-infra
• ai-infrastructure
• book

A curated list of awesome infosec courses and training resources.

• infosec
• pentest
• courses
• penetration-testing

A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.

• database
• learn-to-database
• mini-database
• classroom