Overview of VAEs and their application to time-series data.

Overview of discriminative AI methods including CART decision trees and neural networks for trading data.

Hands-on exercise building a lightweight transformer for time-series prediction.

Hands-on exercise building an RNN to predict SPX returns and evaluating performance metrics.

Hands-on exercise applying TimeVAE to predict SPX returns.