ECE 364

Spring 2026 All Classes

All Classes

Programming Methods for Machine Learning

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Credit: 3 hours.

Focuses on auto-differentiation tools like PyTorch used with basic machine learning algorithms (linear regression, logistic regression, deep nets, k-means clustering), and extensions in custom methods to fit specific needs. Auto-differentiation tools are essential for data analysis and a solid understanding is increasingly important in many disciplines. In contrast to existing courses which focus on algorithmic and theoretical aspects of Machine Learning, the focus here is on implementation with auto-diff tools.

Prerequisite: MATH 257.

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ECE 364 class schedule data for spring 2026
	CRN	Type	Section	Time	Day	Location	Instructor	Section Details
	77448	Online Lecture	CSP	2:00PM -3:15PM	F	n.a.	Kani, N	Part of Term: 1 Date Range: 01/20/26-05/06/26 Credit: 3 hours Section Info: This section is intended for Chicago City Scholars only. There may be online and in person components. You are responsible for completing homework, quizzes, and any in person activities that are required. Please speak with your professor regarding expectations. In-person meeting in Classroom B at 200 S. Wacker Dr. Chicago. Restriction(s): Restricted to O/C Engineering City Scholars students.
	77256	Lecture	ML	12:30PM -1:50PM	TR	2017 Electrical & Computer Eng Bldg	Kani, N	Part of Term: 1 Date Range: 01/20/26-05/06/26 Credit: 3 hours Restriction(s): Not intended for Graduate - Urbana-Champaign.