Data Science

2026-2027

101 courses

DS 1001Foundation of Data Science
DS 1002Programming for Data Science
DS 2002Data Science Systems
DS 2003Communicating with Data
DS 2004Data Ethics
DS 2022Introduction to Computing
DS 2023Communicating with Data
DS 2024Ethics & Policy in Data Science
DS 2026Computational Probability
DS 2126Mathematics for Data Science
DS 3001Foundations of Machine Learning
DS 3021Predictive Analytics
DS 3022Data Engineering
DS 3023Data by Design
DS 3026Principles of Inference and Prediction
DS 4002Data Science Project
DS 4021Machine Learning
DS 4022Data Science Project
DS 4023Interactive Applications
DS 4024Explainable AI
DS 4121Foundations of Text Analytics
DS 4125Introduction to Deep Learning
DS 4126Computer Vision
DS 4220IoT and Sensor Data
DS 4221Advanced Databases
DS 4329Data Design Studio
DS 4422Technology Regulation and Data Science
DS 4423Data, Technology, and Society
DS 4520Data Science Applied
DS 4522Topics in the Analytics Domain
DS 4523Topics in the Systems Domain
DS 4524Topics in the Design Domain
DS 4527Topics in the Value Domain
DS 4559New Course: Data Science
DS 4993Independent Study in Data Science
DS 4995Directed Study
DS 5001Text as Data
DS 5002How to Train your LLM: Engineering LLMs for Custom Tasks
DS 5003Healthcare Data Science
DS 5004Applied Reinforcement Learning
DS 5007Don’t Invent The Torment Nexus: The History of Technology & Work
DS 5008Data, Arts Administration, and Policy
DS 5012Computation for Data Science
DS 5023Interactive Applications
DS 5030Understanding Uncertainty
DS 5050Deep Learning in Environmental Science
DS 5062Sports & Data
DS 5070Deep Learning in Environmental Science
DS 5072Data Science for Social Impact
DS 5080Genomics Foundations
DS 5100Programming for Data Science
DS 5110Data Engineering II: Big Data Systems
DS 5111Streamlining Data Science with Software and Automation Skills
DS 5122Large Language Models
DS 5220Advanced Cloud Computing
DS 5221Stream Processing
DS 5320Design of Artificial Intelligence Products & Services
DS 5400Business Analytics for Data Science
DS 5420Mainframes to Memes (Past, Present, & Future of Information Technology)
DS 5559New Course in Data Science
DS 6001Data Engineering I: Data Pipeline Architecture
DS 6002Ethics of Big Data I
DS 6011Data Science Capstone Project Work I
DS 6013Data Science Capstone Project Work II
DS 6015Data Science Capstone
DS 6021Machine Learning I: Introduction to Predictive Modeling
DS 6030Machine Learning II: Data Mining & Statistical Learning
DS 6040Bayesian Machine Learning
DS 6042Machine Learning in Systems and Network Security
DS 6050Machine Learning III: Deep Learning
DS 6051Decoding Large Language Models
DS 6097Graduate Assistantship
DS 6200Computation I: Fundamentals
DS 6210Computation II: Numerical Analysis & Optimization
DS 6234Uncertainty in Artificial Intelligence
DS 6300Theory I: Probability & Stochastic Processes
DS 6310Theory II: Inference & Prediction
DS 6400Advanced Machine Learning I: Introduction
DS 6404Physics-Aware Deep Learning
DS 6410Advanced Machine Learning II: Methods & Application