Topics in Human-Centered Data Science: Explainable AI

Program: Undergraduate
Course Areas
Human-Centered Data Science

Catalog Description

Introduction to the emerging field of Explainable Artificial Intelligence (XAI) from the perspectives of a developer and end-user. Students will gain hands-on experience with some of the most commonly used explainability techniques and algorithms.

Prerequisites

Upper-division standing; Informatics 310D and Informatics 304 (or one of the following approved substitutions: C S 303E, C S 312, C S 312H, C S 313E).

Scheduled and Upcoming Classes for this Course

Class Name Semester Day(s) Start Time(s) End Time(s) Building Room
I 320D: Topics in Human-Centered Data Science: Explainable AI

Louis Gutierrez Syllabus

Spring Term 2025
  • Tuesday
  • Thursday
  • 05:00 PM
  • 05:00 PM
  • 06:30 PM
  • 06:30 PM
  • CBA
  • CBA
  • 4.344
  • 4.344

Past Classes for this Course

Class Name Semester Day(s) Start Time(s) End Time(s) Building Room
I 320D: Topics in Human-Centered Data Science: Explainable AI

Louis Gutierrez Syllabus

Spring Term 2024
  • Tuesday
  • Thursday
  • 05:00 PM
  • 05:00 PM
  • 06:30 PM
  • 06:30 PM
  • CBA
  • CBA
  • 4.344
  • 4.344