Machine Learning Fundamentals

What you'll learn

This course builds a correct, practical understanding of machine learning: what a model actually is, supervised learning (regression and classification), how to evaluate models honestly, and the pitfalls (like overfitting) that trip up beginners.

Who this is for

Developers comfortable with Python (see Python for AI & Data) who want a real, non-hand-wavy foundation in ML before diving into deep learning or LLMs.