This page catalogs lectures I have created on various topics. Many of these lectures are from classes I have taught. The links below point to the lecture page on the class website, and include not only the slides on the topic, but also pointers to additional material on the topic, and sometimes a link to a video.

Lectures on Machine Learning

Structured Prediction

Deep Learning for NLP