CS 6520 Foundations of Deep Learning 3.0 Credits
This course introduces a machine learning technique called deep learning and its applications. Emphasis is placed on gradient-based learning, including experience deriving gradient rules. Students are also exposed to seminal deep learning architectures across application areas and gain experience implementing a deep learning framework from scratch as well as integrating with an existing one.
Repeat Status: Not repeatable for credit
Prerequisites: CS 5520 [Min Grade: D] or CS 613 [Min Grade: D]