MATH 490

Fall 2024 All Classes

All Classes

Advanced Topics in Mathematics

Credit: 1 TO 4 hours.

Deals with selected topics and applications of mathematics; see Class Schedule or department office for current topics.

1 to 4 undergraduate hours. 1 to 4 graduate hours. May be repeated with approval. Prerequisite: Consent of instructor.

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MATH 490 class schedule data for fall 2024
	CRN	Type	Section	Time	Day	Location	Instructor	Section Details
	54837	Online	XGR	ARRANGED	n.a.	n.a.	Dey, P	Part of Term: 1 Date Range: 08/26/24-12/11/24 Credit: 3 hours Section Title: Math of Machine Learning Section Info: This course is available to undergrads and non-degree students as an online Academic Year term offering. See https://netmath.illinois.edu/college/math-490 XGR Section restricted to Engineering Online graduate degree-seeking students in MSAE, MSCE, MCS, MSIE, and MSME degree students. For more details on this course section, please see http://engineering.illinois.edu/online/courses/ Mathematics of Machine Learning. Prerequisite: Math 461 or Stat 410 and one of CS 101 or 124 or equivalent. Description: Machine learning is a growing field at the intersection of probability, statistics, optimization, and computer science, which aims to develop algorithms for making predictions based on data. This course will cover foundational models and mathematics for machine learning, including statistical learning theory and neural networks, with a project component. Restriction(s): Restricted to MS: Civil Engr - Online - UIUC, MCS:Computer Sci Online -UIUC, MS:Industrial Engr Online-UIUC, MS:Mechanical Engineerng -UIUC, MS:Env Engr CivilEngr ONL-UIUC, MS: Aerospace Engr-Online-UIUC, MENG:Engr:Energy Sys Onl-UIUC, MENG:Mech Engineering Onl-UIUC, MENG:Engr:AeroSys Online- UIUC, or MENG:Engr:Plasma Online-UIUC.