Google Machine Learning Crash Course (MLCC)

Google's practical introduction to machine learning, combining animated videos, interactive visualizations and hands-on exercises. Covers linear and logistic regression, classification, data preparation, neural networks, embeddings, LLMs, production ML, AutoML and ML fairness.

Official Google resource; free access; highly practical; interactive exercises; modern AI/ML topics including LLMs; self-paced; individual modules can be studied separately.

No application or competitive admission is required. The course is available online. Basic Python, algebra and statistics are recommended; some modules may require additional knowledge. High school and international students can use the course; no age or citizenship restriction is stated on the course page.