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MAT 205 - Introduction to Deep Learning

Department: Mathematics

Description: The course introduces Deep Learning (DL) and covers concepts such as the mathematical foundations of DL (optimization, backpropagation, etc. ), building and training of DL models, applications of DL, and using application program interfaces (APIs) to build models for various applications. Students will be exposed to computer algebra systems.

Credit Hours: 4

Prerequisites: Grade of C or better in MAT 175

Current Offerings

For the most up-to-date course information, please check the registration system through your MyIllinoisState portal.

Spring 2026

  • 001 - Lecture (In Person): M W 3:00 PM - 4:50 PM , Mehdi Karimi 4.00 hour(s)

Dates: 01/12/2026 - 05/02/2026

Location: Adlai E. Stevenson Hall 325 (STV 325)

Instructor: Mehdi Karimi

Textbooks have not been finalized for section.