Machine Learning Crash Course from Google is a self-study guide for aspiring machine learning practitioners. Learn best practices from Google experts on key machine learning concepts.

Programming exercises run directly in your browser (no setup required!) using the Colaboratory platform. Colaboratory is supported on most major browsers, and is most thoroughly tested on desktop versions of Chrome and Firefox.

Machine Learning Crash Course features the following:

• 40+ exercises
• 25 lessons
• 15 hours of video
• Lectures from Google researchers
• Real-world case studies
• Interactive visualizations of algorithms in action

Learn and apply fundamental machine learning concepts with the Crash Course or visit Learn with Google AI to explore the full library of training resources.