CS 568

Spring 2026 All Classes

All Classes

User-Centered Machine Learning

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Credit: 4 hours.

Introduces guidelines, processes, and systems for designing effective user experiences powered by machine learning models. Topics include design tradeoffs unique to data-driven products and services such as automation versus control, precision versus recall, and personalization versus privacy. Readings from human computer-interaction, product design, cognitive science, machine learning, computer vision, and natural language processing frame in-class design exercises. Students work in teams on a multi-week research project creating or auditing data-driven experiences.

Prerequisite: CS 465 or equivalent course work.

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CS 568 class schedule data for spring 2026
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
74383	Lecture-Discussion	C	2:00PM -3:15PM	TR	3031 Campus Instructional Facility	Kumar, R	Part of Term: 1 Date Range: 01/20/26-05/06/26 Section Info: For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/csregister. Restriction(s): Restricted to Graduate - Urbana-Champaign. Not intended for MCS: Computer Sci OFF - UIUC, MCS:Computer Sci Online -UIUC, or NDEG:Computer Science Onl-UIUC. Not intended for First Time Freshman students.
77591	Online	CO	ARRANGED	n.a.	n.a.	Kumar, R	Part of Term: 1 Date Range: 01/20/26-05/06/26 Section Info: This is a full online section of CS 568 User-Centered Machine Learning. For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/csregister. Restriction(s): Restricted to Graduate - Urbana-Champaign. Not intended for MCS: Computer Sci OFF - UIUC, MCS:Computer Sci Online -UIUC, or NDEG:Computer Science Onl-UIUC.
76028	Lecture-Discussion Online Lecture	MCS MCS	2:00PM -3:15PM 2:00PM -3:15PM	R T	ARR Illini Center n.a.	Kumar, R Kumar, R	Part of Term: 1 Date Range: 01/20/26-05/06/26 Section Info: Restricted to MCS Chicago Students. There may be in class meetings, exams, and in class activities. Weekly in-person meeting in 200 S. Wacker Dr. Restriction(s): Restricted to Graduate - Urbana-Champaign. Restricted to Computer Science or Bioinformatics major(s). Restricted to MCS: Computer Sci OFF - UIUC.