ECE 364

Fall 2025 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 fall 2025
	CRN	Type	Section	Time	Day	Location	Instructor	Section Details
	80916	Online Lecture	CSP	ARRANGED	n.a.	n.a.	Snyder, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 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): Not intended for Graduate - Urbana-Champaign. Restricted to O/C Engineering City Scholars students.
	80046	Lecture	ML	9:30AM -10:50AM	TR	3081 Electrical & Computer Eng Bldg	Snyder, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 Credit: 3 hours Restriction(s): Not intended for Graduate - Urbana-Champaign.