CIS 5220 Deep Learning

Short Description

The purpose of this course is to deconstruct the hype by teaching deep learning theories, models, skills, and applications that are useful for applications. Here, we will shed light on the methods behind the magic of Deep Learning. But we don't stop there: We further look into the societal implications of deep learning and how we can design more ethical algorithms.

Portfolio Building Course

No

Pre-Requisites

ESE 5420 Statistics for Data Science

Content

The purpose of this course is to deconstruct the hype by teaching deep learning theories, models, skills, and applications that are useful for applications. Here, we will shed light on the methods behind the magic of Deep Learning. But we don’t stop there: We further look into the societal implications of deep learning and how we can design more ethical algorithms.

Course Offerings
Course Creators
  • Konrad Kording
  • Lyle Ungar