DSC
2026-2027
85 courses
- DSC 10Principles of Data Science
- DSC 100Introduction to Data Management
- DSC 102Systems for Scalable Analytics
- DSC 104Beyond Relational Data Management
- DSC 106Introduction to Data Visualization
- DSC 120Signal Processing for Data Analysis
- DSC 123AOptimization Methods for Data Science I
- DSC 123BOptimization Methods for Data Science II
- DSC 140AProbabilistic Modeling and Machine Learning
- DSC 140BRepresentation Learning
- DSC 148Introduction to Data Mining
- DSC 155Hidden Data in Random Matrices
- DSC 160Data Science and the Arts
- DSC 161Text as Data
- DSC 167Fairness and Algorithmic Decision-Making
- DSC 170Spatial Data Science and Applications
- DSC 180AData Science Project I
- DSC 180BData Science Project II
- DSC 190Topics in Data Science
- DSC 191Seminar in Data Science (1 or 2)
- DSC 197Data Science Internship
- DSC 198Directed Group Study in Data Science (2 or 4)
- DSC 199Independent Study for Data Science Undergraduates (2 or 4)
- DSC 20Programming and Basic Data Structures for Data Science
- DSC 200Data Science Programming
- DSC 202Data Management for Data Science
- DSC 203Data Visualization and Scalable Visual Analytics
- DSC 204AScalable Data Systems
- DSC 205Geometry of Data
- DSC 206Algorithms for Data Science
- DSC 207RPython for Data Science
- DSC 208RData Management for Analytics
- DSC 209RData Visualization
- DSC 210Numerical Linear Algebra
- DSC 211Introduction to Optimization
- DSC 212Probability and Statistics for Data Science
- DSC 213Statistics on Manifolds
- DSC 214Topological Data Analysis
- DSC 215Statistical Thinking and Experimental Design
- DSC 215RFoundations of Probability and Statistics in Data Science
- DSC 231Embedded Sensing, IOT Data Models, and Methods
- DSC 232RBig Data Analytics Using Spark
- DSC 234Data-Centric AI and AI Engineering
- DSC 240Machine Learning
- DSC 241Statistical Models
- DSC 242High-Dimensional Probability and Statistics
- DSC 243Advanced Optimization
- DSC 244Large-Scale Statistical Analysis
- DSC 245Introduction to Causal Inference
- DSC 250Advanced Data Mining
- DSC 251Machine Learning in Control
- DSC 252Statistical Natural Language Processing
- DSC 253Advanced Data-Driven Text Mining
- DSC 254Statistical Signal and Image Analysis
- DSC 255RMachine Learning Fundamentals
- DSC 256RData Mining on the Web
- DSC 257RUnsupervised Learning
- DSC 258RNatural Language Processing
- DSC 259RPractice and Applications
- DSC 260Data Science, Ethics, and Society
- DSC 261Responsible Data Science
- DSC 266RHuman-Centered Artificial Intelligence
- DSC 267RData Fairness and Ethics
- DSC 270Interpretability and Explainability in Machine Learning
- DSC 288RGraduate Capstone in Data Science
- DSC 290Seminar in Data Science (1 or 2)
- DSC 291Topics in Data Science
- DSC 293Faculty Research Seminar
- DSC 294Research Rotation
- DSC 295Academia Survival Skills
- DSC 297DSC Graduate Internship
- DSC 299Graduate Research
- DSC 30Data Structures and Algorithms for Data Science
- DSC 40ATheoretical Foundations of Data Science I
- DSC 40BTheoretical Foundations of Data Science II
- DSC 500Teaching Assistantship (2 or 4)
- DSC 599Teaching Methods in Data Science
- DSC 80The Practice and Application of Data Science
- DSC 90Seminar in Data Science
- DSC 95Tutor Apprenticeship in Data Science
No courses found.