Units
Moodle is always the main point of reference for schedule and content, but you might find this page helpful for an overview of all the units in the course.
Unit 1: Introduction
Unit 2: Supervised Learning
Unit 3: ML Fundamentals
Unit 4: Neural Models
Unit 5: Embeddings
Unit 6: Generalization
Unit 7: Vision and Perspectives
376 Unit 1: Introduction to Generative Modeling
376 Unit 2: Language Modeling
376 Unit 3: Architectures
Neural Computation
376 Unit 4: Generation and Prompt Engineering
ML Systems
376 Unit 5: Multimodal Models and Diffusion
376 Unit 6: Miscellaneous Topics
Learning Machines
Context and Implications
Review