A collection of awesome Machine Learning resources
- Visualization - Tools which let you visualize Machine Learning models to help you understand them better
- Frameworks - Frameworks for Machine Learning which can be used to make your own ML projects
- Libraries - Machine Learning libraries that do one thing and do it well
- Learning - Resources to help you learn more about Machine Learning
- Examples - Example Machine Learning projects and implementations to look at while learning
- Publications - Publications for papers on Machine Learning
- YouTube - YouTube channels and playlists on Machhine Learning
- Articles - Must read articles on AI/Machine Learning
- Courses - Courses to learn more about AI
- Quiver - Interactive convnet features visualization for Keras
- Keras - Higher level abstraction library for TensorFlow and Theano, focusing on ease of use and fast prototyping
- scikit-learn - Feature rich Machine learning library for Python with simple APIs
- Face Recognition - Worlds simplest face detection and recognition library for Python
- LightFM - Python implementation of a number of popular recommendation algorithms
- Machine Learning is Fun Series - The world's easiest introduction to Machine Learning. A guide for anyone who's curious about ML but has no idea where to start
- Have fun with Machine Learning - An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
- Learn Python - A site that teaches you Python interactively
- Learn Python the Hard Way - One of the best sites to learn programming in Python
- MLAlgorithms - A collection of minimal and clean implementations of machine learning algorithms in Python, when you want to learn internals of ML algorithms or implement them from scratch
- Distill - A publication for interactive and visual machine learning papers, instead of PDFs
- Arxiv Sanity Preserver - An easier interface for Arxiv serving research papers on ML Search, sort, and find popular papers
- GitXiv - Collaborative Open Computer Science. Pairs the latest ML research with its open source implementation
- Machine Learning Recipes - Google Developers Machine Learning Recipes playlist. Covers basic concepts in easy to follow format
- Humans Need Not Apply - Awesome video about the future of jobs with AI
- MarI/O - An AI learns to play Super Mario from scratch through Genetic Algorithms
- Viv - Viv, the future of Siri-like AIs. Generates programs on the fly using your query
- Deep Learning Simplified - A series of videos that aims to simplify common deep learning concepts in an easy to understand manner
- Wait But Why AI Article - One of the best reads on AI out there
- Neuralink - Neuralink, the future of AI merged with the brain. MUST READ
- A visual introduction to Machine Learning - A very cool visual introduction to machine learning to help you develop an intuition for how things work
- A few useful things to know about machine learning - A very useful paper that explains a lot of basic concepts about machine learning
- Deep Learning for Coders - Learn how to build state of the art models without needing graduate-level math—but also without dumbing anything down. Oh and one other thing... it's totally free!