School of Data Science / Spring 2027
Data Science
Courses
45 courses DS 1001 Foundation of Data Science3 credits · 5 sections DS 1002 Programming for Data Science3 credits · 2 sections DS 2002 Data Science Systems3 credits · 4 sections DS 2003 Communicating with Data3 credits · 2 sections DS 2004 Data Ethics3 credits · 3 sections DS 2024 Ethics & Policy in Data Science3 credits · 3 sections DS 2126 Mathematics for Data Science4 credits · 6 sections DS 3001 Foundations of Machine Learning3 credits · 2 sections DS 3021 Predictive Analytics3 credits · 3 sections DS 3023 Data by Design3 credits · 2 sections DS 3026 Principles of Inference and Prediction3 credits · 2 sections DS 4002 Data Science Project3 credits · 2 sections DS 4022 Data Science Project3 credits · 2 sections DS 4023 Interactive Applications3 credits · 1 section DS 4024 Explainable AI3 credits · 2 sections DS 4423 Data, Technology, and Society3 credits · 1 section DS 4993 Independent Study in Data Science1 - 4 credits · 2 sections DS 4995 Directed Study1 - 4 credits · 3 sections DS 5001 Text as Data3 credits · 1 section DS 5002 How to Train your LLM: Engineering LLMs for Custom Tasks3 credits · 1 section DS 5004 Applied Reinforcement Learning3 credits · 1 section DS 5012 Computation for Data Science3 credits · 1 section DS 5023 Interactive Applications3 credits · 1 section DS 5030 Understanding Uncertainty3 credits · 1 section DS 5062 Sports & Data3 credits · 1 section DS 5111 Streamlining Data Science with Software and Automation Skills3 credits · 1 section DS 5122 Large Language Models3 credits · 1 section DS 5559 New Course in Data Science3 credits · 1 section DS 6001 Data Engineering I: Data Pipeline Architecture3 credits · 1 section DS 6002 Ethics of Big Data I3 credits · 3 sections DS 6015 Data Science Capstone3 credits · 2 sections DS 6021 Machine Learning I: Introduction to Predictive Modeling3 credits · 1 section DS 6030 Machine Learning II: Data Mining & Statistical Learning3 credits · 2 sections DS 6050 Machine Learning III: Deep Learning3 credits · 3 sections DS 6210 Computation II: Numerical Analysis & Optimization3 credits · 1 section DS 6310 Theory II: Inference & Prediction3 credits · 1 section DS 6410 Advanced Machine Learning II: Methods & Application3 credits · 1 section DS 6501 Special Topics in Data Science1 - 3 credits · 1 section DS 6700 Value I: Data Ethics, Policy and Governance3 credits · 1 section DS 6993 Independent Study1 - 12 credits · 11 sections DS 7540 Machine Learning IV3 credits · 1 section DS 7600 Design I: Human-Centered Design3 credits · 1 section DS 7810 How to Fail at Data Science3 credits · 1 section DS 8998 Master's Level Thesis Research1 - 12 credits · 49 sections DS 9999 Dissertation Research1 - 12 credits · 49 sections