Choose from the following for the Data Science - Computing Option
(courses used to satisfy another requirement of the degree may not be counted as a Data Science Elective)

Code Title Credits
YWCC 310 Co-op Work Experience I 3
DS 400 Scientific Foundation of Machine Learning 3
DS 410 Federated Machine Learning and Applications 3
DS 480 Fundamentals and Applications of Graph Neural Networks 3
DS 485 Selected Topics in DS 3
DS 488 Independent Study in Data Science 3
CS 332 Principles of Operating Systems 3
CS 350 Intro to Computer Systems 3
CS 351 Introduction to Cybersecurity 3
CS 356 Introduction to Computer Networks 3
CS 357 Network Security: Attacks & Defenses 3
CS 408 Introduction to Cryptography 3
CS 434 Advanced Database Systems 3
CS 455 Introduction to GPU Cluster Programming 3
CS 474 Introduction to Generative AI 3
CS 485 Selected Topics In CS 3
MGMT 316 Business Research Methods 3
MGMT 416 Artificial Intelligence for Business Decisions 3
MRKT 378 Marketing Analytics 3
MRKT 430 Marketing Research 3
MATH 345 Multivariate Distributions 3
MATH 388 Introduction to Chaos Theory 3
MATH 391 Numerical Linear Algebra 3
MATH 430 Analytical and Computational Neuroscience 3
MATH 447 Applied Time Series Analysis 3
MATH 448 Stochastic Simulation 3
MATH 461 Introduction to Statistical Computing with SAS and R 3
IS 333 Social Network Analysis 3
IS 392 AI-Driven Text Analytics 3
IS 480 Data-Centric AI 3
FIN 218 Financial Markets and Institutions 3
FIN 306 Blockchain Technology for Business 3
FIN 310 Data-Driven Financial Modeling 3
FIN 320 Fin Data Analytics 3
IT 430 Ethical Hacking for System Administrators 3
IT 485 Special Topics in Information Technology I 3