IE 517

Fall 2021 Part of Term A

Part of Term A
Aug 23-Oct 15

Machine Learning in Finance Lab

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Credit: 2 hours.

Machine Learning includes the design and the study of algorithms that can learn from experience, improve their performance and make predictions. This course is designed specifically and exclusively for MSFE first semester students. It features rigorous coding exercises in Python and acts as preparation for later courses. Students will learn the concepts behind different supervised machine learning algorithms and implement them in Python using advanced packages; pandas, NumPy, and scikit-learn. All the data for this course features unique real-world financial datasets.

2 graduate hours. No professional credit. Prerequisite: Credit or concurrent enrollment in IE 523. Restricted to MS: Financial Engineering.

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IE 517 class schedule data for fall 2021
	CRN	Type	Section	Time	Day	Location	Instructor	Section Details
	74048	Lecture	A	8:00AM -9:20AM	TR	Everitt Laboratory	Murphy, M	Part of Term: A Date Range: 08/23/21-10/15/21 Restriction(s): Restricted to Graduate - Urbana-Champaign.
	75990	Online Lecture	AO	8:00AM -9:20AM	TR	n.a.	Murphy, M	Part of Term: A Date Range: 08/23/21-10/15/21 Restriction(s): Restricted to Graduate - Urbana-Champaign.