My Artificial Intelligence Digest - Free Learning Resources

My Artificial Intelligence Digest - Free Learning Resources

A valuable and free collection of resources for learning Artificial Intelligence and Machine Learning, including courses from MIT, Stanford, UC Berkeley and more.

Gerardo Ortega

Resources for Learning Artificial Intelligence

If you’re looking for useful resources to get started with AI and Machine Learning, I’ve compiled a list of resources to learn about these topics. And I’ll keep it updated.

Artificial Intelligence Learning Resources

MIT

MIT 6.034 Artificial Intelligence, Fall 2010

UC Berkeley

Class webpage Video Lectures

Machine Learning Learning Resources

Stanford

Machine Learning Class Statistical Learning

Udacity

Introduction to Machine Learning Machine Learning for Trading

University of Washington

Machine Learning Foundations: A Case Study Approach Machine Learning: Build Intelligent Applications

Carnegie Mellon University

Machine Learning Summer School

Deep Learning

Google Deep Learning Class - Udacity

Deep Learning by Google

Neural Networks

Neural Networks | University of Toronto

Papers

The Discipline of Machine Learning | Tom M. Mitchell A Few Useful Things to Know about Machine Learning | Pedro Domingos

Tools and other resources

Apache Spark

Apache Spark Specialization Mining Massive Datasets Introduction to Recommender Systems
Gerardo Ortega

About Gerardo Ortega

Software craftsman with a focus on scaling, polyglot programmer, coffee enthusiast, and lifelong learner. Passionate about machine learning, data science, and building great products.