Courses

Lecture series I follow on YouTube. Less rigorous than the books page — I won't pretend to take notes for all of these, so this is a resource gallery with a bit of commentary.

Currently watching

CMU 11-711: Advanced NLP

Graham Neubig · Carnegie Mellon University · 2024

Graham Neubig's NLP course — solid coverage from classical NLP through modern LLM training and evaluation.

CMU 11-785: Introduction to Deep Learning (Fall 2025)

Bhiksha Raj · Carnegie Mellon University · 2025

12 / 28 lectures

Bhiksha Raj's deep learning course at CMU. Math-heavy, end-to-end coverage from MLPs through transformers.

Plan to watch
Stanford CS336: Language Modeling from Scratch preview

Stanford CS336: Language Modeling from Scratch

Percy Liang and Tatsunori Hashimoto · Stanford · 2025

Builds a language model end to end — data, tokenizer, architecture, training, eval, alignment. Lines up with the Raschka book on the bookshelf.