2024-2025 Graduate Catalog

CPS 5802 MACHINE LEARNING INNOVATIONS

This course will explore machine learning (ML) algorithms as an integrated part of Artificial Intelligence (AI). The emphasis will be on the algorithms and their implementations including supervised learning, statistical learning, neural network and support vector machine. We will also look into more advanced topics such as domain reduction and clustering and deep reinforcement learning. Besides existing algorithms, we will also study how to create new algorithms based on advanced analytical results.

Credits

3

Prerequisite

CPS*5100 or CPS*5440