In-class exercises

Classifying movie reviews, sentiment analysis: a binary classification example, RMarkdown

Classifying newswires: a multi-class classification example, with questions, RMarkdown

Working with Keras: A Deep Dive

Lecture slides in HTML format

Lecture slides in HTML format

Different ways to build Keras models, RMarkdown

Training and evaluation loops and metrics, RMarkdown

Writing your own training and evaluation loops, RMarkdown