Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Courses, books, tutorials, paper collections and curated awesome lists.
Signals: awesome, awesome-list, tutorial, course, learning, roadmap, papers, book
1,912 results
A list of 99 machine learning projects for anyone interested to learn from coding and building projects
📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
A 5-pages only Machine Learning cheatsheet focusing on the most popular algorithms under the hood
Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository
Papers for database systems powered by artificial intelligence (machine learning for database)
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond
An awesome list of papers on privacy attacks against machine learning
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials.
A database of 650 Machine Learning (ML) system design case studies from 100+ companies.
A collection of stand-alone Python machine learning recipes
Curated collection of papers in machine learning systems
R programming tips for data cleaning, data visualisation, statistical modelling and machine learning
Resources for Go-based data analysis, visualization, machine learning, etc.
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
Teaching materials for the applied machine learning course at Cornell Tech (online edition)
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
A curated list of Blockchain projects for Artificial Intelligence and Machine Learning
Repository for the free online book Machine Learning from Scratch (link below!)
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
Lecture notes and code for Machine Learning practical course on CMC MSU
Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .
Companion repository for the book Building Machine Learning Powered Applications
24,522 repositories in the index in total.
