Caltech ML Lecture 1: The Learning Problem

Recommended repeatedly in 'where do I start with ML' threads as a clear, math-aware introduction.

The first lecture of Caltech's CS 156 Machine Learning course by Yaser Abu-Mostafa, introducing the learning problem and supervised, unsupervised and reinforcement learning. It is one of 18 lectures in the Learning from Data course.