Mar 13, 2025  
2022-2023 Undergraduate Bulletin 
    
Catalog Navigation
Catalog Home
Policies
2022-2023 Calendar
UK Core
Programs by College
Programs by Degree
Programs (A-Z)
Course Descriptions
The University
UK’s Distinguished Alumni
Undergraduate Admission
Fees
Tuition
Financial Aid, Awards, and Benefits
Living Accommodations
Cultural Opportunities
Student Services and Activities
Academic Advising
Libraries
Special Academic Programs
Academic Requirements
Graduation Requirements
Additional Learning Opportunities
Administration
Policy on Residency
Drug-Free Policy
University Faculty
My Portfolio
2022-2023 Undergraduate Bulletin [ARCHIVED CATALOG] Add to Portfolio (opens a new window)

MA 421G - MATHEMATICAL INTRODUCTION TO DEEP LEARNING

College of Arts & Sciences

Credit(s): 3

This course introduces deep learning with its mathematical foundation, algorithms, and programming tools. Students will learn the basics of deep learning algorithms and gain related foundational knowledge in linear algebra, optimization, and probability and information theory. The students will also get programming experiences in building deep neural networks for some real-world data problems.

Prereq: MA 320/STA 320 (or STA 524), MA 321/CS 321, and MA 322; or graduate student status; or consent of the department. Fluency with the Python programming language will be assumed.


Add to Portfolio (opens a new window)