Google's ML Crash Course: A Real Starting Point for AI

AI is full of expensive courses, many of which barely scratch the surface. One resource I always point students to before spending any money is Google's Machine Learning Crash Course — a completely free course teaching the same fundamentals Google's own engineers used to learn ML.

Important note: this course assumes basic Python and some math (simple linear algebra, basic statistics) — exactly what we cover in my own "Python for AI" course before diving into real ML.

Link to the official course:

Machine Learning Crash Course — Official Google: https://developers.google.com/machine-learning/crash-course