Machine Learning Crash Course — Google for Developers

Abstraction: Google's free practical ML course with interactive modules

Key points:

• Free, self-paced course active since 2018 with millions of learners worldwide
• Modular structure: each module is independent so learners can skip to relevant topics
• Core ML models track covers regression, classification, categorical data (one-hot encoding, feature hashing, mean encoding), and feature crosses
• Advanced models track includes an LLM module covering tokens, transformers, and how LLMs predict text
• Real-world track covers productionization, automation, and ML fairness (bias auditing and mitigation)
• 2026 refresh added recent AI advances and increased interactive learning emphasis

Connections: Google · Machine Learning · Large Language Models · Fairness In ML

Source: https://developers.google.com/machine-learning/crash-course