Stars
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Best Practices on Recommendation Systems
This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube
Publication-ready NN-architecture schematics.
Google's Engineering Practices documentation
A collection of research papers and software related to explainability in graph machine learning.
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
The source code from the third edition of Effective Java, with minor additions as necessary to make it runnable.
Summary of the book Effective Java 2nd Edition by Joshua Bloch
Site Reliability Engineer Interview Preparation Guide
https://huyenchip.com/ml-interviews-book/
Java solutions and explanations to problems in the book Cracking the Coding Interview(6th Edition).
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A collection of algorithms and data structures
System design patterns for machine learning
Source code accompanying O'Reilly book: Machine Learning Design Patterns
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning
TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
An educational AI robot based on NVIDIA Jetson Nano.
The Reference Architecture for Agility is a technology-neutral logical architecture based on a disaggregated cloud-based model.
Companion repository for the book Building Machine Learning Powered Applications
TensorFlow Tutorials with YouTube Videos
comparing stand up comedians using natural language processing
Avatars for Zoom, Skype and other video-conferencing apps.