DSC coursesUC San Diego

83 courses · UC San Diego

• DSC 10 Principles of Data Science
• DSC 20 Programming and Basic Data Structures for Data Science
• DSC 30 Data Structures and Algorithms for Data Science
• DSC 40A Theoretical Foundations of Data Science I
• DSC 40B Theoretical Foundations of Data Science II
• DSC 80 The Practice and Application of Data Science
• DSC 90 Seminar in Data Science
• DSC 95 Tutor Apprenticeship in Data Science
• DSC 96 Workshop in Data Science
• DSC 97 Internship in Data Science
• DSC 98 Directed Group Study in Data Science
• DSC 99 Independent Study in Data Science
• DSC 100 Introduction to Data Management
• DSC 102 Systems for Scalable Analytics
• DSC 104 Beyond Relational Data Management
• DSC 106 Introduction to Data Visualization
• DSC 120 Signal Processing for Data Analysis
• DSC 123A Optimization Methods for Data Science I
• DSC 123B Optimization Methods for Data Science II
• DSC 140A Probabilistic Modeling and Machine Learning
• DSC 140B Representation Learning
• DSC 148 Introduction to Data Mining
• DSC 155 Hidden Data in Random Matrices
• DSC 160 Data Science and the Arts
• DSC 161 Text as Data
• DSC 167 Fairness and Algorithmic Decision-Making
• DSC 170 Spatial Data Science and Applications
• DSC 180A Data Science Project I
• DSC 180B Data Science Project II
• DSC 190 Topics in Data Science
• DSC 191 Seminar in Data Science
• DSC 197 Data Science Internship
• DSC 198 Directed Group Study in Data Science
• DSC 199 Independent Study for Data Science Undergraduates
• DSC 200 Data Science Programming
• DSC 202 Data Management for Data Science
• DSC 203 Data Visualization and Scalable Visual Analytics
• DSC 204A Scalable Data Systems
• DSC 205 Geometry of Data
• DSC 206 Algorithms for Data Science
• DSC 207R Python for Data Science
• DSC 208R Data Management for Analytics
• DSC 209R Data Visualization
• DSC 210 Numerical Linear Algebra
• DSC 211 Introduction to Optimization
• DSC 212 Probability and Statistics for Data Science
• DSC 213 Statistics on Manifolds
• DSC 214 Topological Data Analysis
• DSC 215 Statistical Thinking and Experimental Design
• DSC 215R Foundations of Probability and Statistics in Data Science
• DSC 231 Embedded Sensing, IOT Data Models, and Methods
• DSC 232R Big Data Analytics Using Spark
• DSC 240 Machine Learning
• DSC 241 Statistical Models
• DSC 242 High-Dimensional Probability and Statistics
• DSC 243 Advanced Optimization
• DSC 244 Large-Scale Statistical Analysis
• DSC 245 Introduction to Causal Inference
• DSC 250 Advanced Data Mining
• DSC 251 Machine Learning in Control
• DSC 252 Statistical Natural Language Processing
• DSC 253 Advanced Data-Driven Text Mining
• DSC 254 Statistical Signal and Image Analysis
• DSC 255R Machine Learning Fundamentals
• DSC 256R Data Mining on the Web
• DSC 257R Unsupervised Learning
• DSC 258R Natural Language Processing
• DSC 259R Practice and Applications
• DSC 260 Data Science, Ethics, and Society
• DSC 261 Responsible Data Science
• DSC 266R Human-Centered Artificial Intelligence
• DSC 267R Data Fairness and Ethics
• DSC 270 Interpretability and Explainability in Machine Learning
• DSC 288R Graduate Capstone in Data Science
• DSC 290 Seminar in Data Science
• DSC 291 Topics in Data Science
• DSC 293 Faculty Research Seminar
• DSC 294 Research Rotation
• DSC 295 Academia Survival Skills
• DSC 297 DSC Graduate Internship
• DSC 299 Graduate Research
• DSC 500 Teaching Assistantship
• DSC 599 Teaching Methods in Data Science