Foundations

Pre-GenAI

Core machine-learning ideas, organised from foundational learning paradigms to the techniques within them.

01

Deep Learning

Neural-network foundations, from individual neurons to models trained with backpropagation.

02

Unsupervised Learning

Unsupervised learning methods for finding structure and groups in data.