Master of Science in Business Analytics Curriculum

All courses are 4 credits unless otherwise indicated.

Core Courses

Course Course Name Pre-requisites
IDS 572 Business Data Mining IDS 570
IDS 575 Statistical Models & Methods for Business Analytics IDS 570
IDS 521 Advanced Database Management IDS 410
IDS 560 Analytical and Strategy Practice IDS 521, IDS 572, IDS 575
Course Course Name Pre-requisites
IDS 435 Optimization Methods and Applications IDS 401 & IDS 570, or equiv.
IDS 476 Business Forecasting using Time Series Methods N/A
IDS 561 Analytics for 'Big' Data IDS 572
IDS 564 Social Media and Network Analysis IDS 570
IDS 566 Advanced Text Analysis (2 credit hours) IDS 572
IDS 567 Business Data Visualization (2 credit hours) N/A
IDS 568 Machine Learning Lifecycle and Deployment (2 credit hours) IDS 572 or IDS 575
IDS 569 Reinforcement Learning with Business Applications IDS 570
IDS 576 Deep Learning and Modern Applications IDS 572
IDS 594 Analytics Applications with SAS (2 credit hours)
Analytics Applications with R (2 credit hours)
Intro to AI & Cloud Computing Instructor Consent
Machine Learning Applications with Python (2 credit hours)
Special Topics in IDS (MLOps) (2 credit hours) Instructor Consent
Course Course Name Pre-requisite
ACTG 516 Financial Statement Analysis ACTG 502/Approval
ECON 538 Business Research and Forecasting II IDS 582
FIN 510 Investments FIN 500
FIN 516 Theory and Structure of Options and Future Markets FIN 510
IDS 494 HR Analytics Consulting Instructor Consent
IDS 506 Health Information Management and Analytics IDS 572
IDS 518/MKTG 518 Electronic Marketing MKTG 500
IDS 523 Audit Analytics N/A
IDS 540/MKTG 562 Marketing Analytics MKTG 500/Instructor Consent
IDS 551 Operations Management in the Service Sector IDS 532
IDS 552 Supply Chain Management IDS 532
IDS 558 Revenue Management Instructor Consent
IDS 584 Cybersecurity Foundations Instructor Consent
IDS 594 Foundations for Sustainable Business Instructor Consent
MKTG 561 Consumer Behavior MKTG 500