Google Machine Learning Crash Course: Free Online ML Training

Google’s Machine Learning Crash Course is a free online self-study course built to teach practical machine learning fundamentals. Google’s official course and Google blog describe the current version as a fast-paced introduction with animated video explainers, interactive visualizations, hands-on programming exercises and more than 130 exercise questions. Topics include linear and logistic regression, classification, numerical and categorical data, overfitting, neural networks, embeddings, large language models, production ML systems and fairness. Google’s updated course announcement describes the course as free and online and notes new coverage of generative AI topics such as large language models and AutoML. Programming exercises run in the browser through Colab. Learners should review the prerequisites page because basic algebra, statistics and programming familiarity are recommended for the hands-on parts.