May 16, 2022  
Undergraduate Catalog 2021-2022 
    
Undergraduate Catalog 2021-2022
Add to Portfolio (opens a new window)

CSC 402 - Mathematical Foundations of Artificial Intelligence

3 credits
This course will cover fundamental mathematical and computational objectives and knowledge units necessary for a student to successfully study artificial intelligence and machine learning.  Material may be taken from the included topics: partial derivatives, optimization, probability theory, linear algebra, principal component analysis, Markov chains, information theory, Bayes theory, iterative techniques, and Monte Carlo simulations. Prerequisite(s): CSC 250 , MATH 123  and MATH 281  



Add to Portfolio (opens a new window)