Tentative Course Offerings
Spring 2023 – Spring 2024
IMPORTANT!
The following course offerings are TENTATIVE subject to change and/or cancellation. Please consult the official Schedule of Classes on TritonLink each quarter for the most up-to-date information.
| Course | Title | Quarter Offered | Comp Exam Eligible |
|---|---|---|---|
| DSC 204A | Scalable Data Systems | Spring 2023 | Yes |
| DSC 214 | Topological Data Analysis | Spring 2023 | No |
| DSC 232R | Big Data Analytics Using Spark | Spring 2023 | No |
| DSC 245 | Intro to Causal Inference | Spring 2023 | Yes |
| DSC 253 | Adv Data-Driven Text Mining | Spring 2023 | No |
| DSC 258R | Natural Language Processing | Spring 2023 | No |
| DSC 260 | Data Science, Ethics & Society | Spring 2023 | No |
| DSC 267R | Data Fairness and Ethics | Spring 2023 | No |
| DSC 291 | Topics in Mathematics of DeepLearning | Spring 2023 | No |
| DSC 291 | Trustworthy ML | Spring 2023 | No |
| DSC 291 | Data Science in Biomedicine | Spring 2023 | No |
| DSC 293 | Faculty Research Seminar | Spring 2023 | No |
| DSC 294 | Research Rotation for PhD Students | Spring 2023 | No |
| DSC 299 | Graduate Research | Spring 2023 | No |
| DSC 500 | Teaching Assistantship | Spring 2023 | No |
| DSC 599 | Teaching Methods/Data Science | Spring 2023 | No |
| DSC 200 | Data Science Programming | Fall 2023 | No |
| DSC 202 | Data Management for Data Science | Fall 2023 | No |
| DSC 210 | Numerical Linear Algebra | Fall 2023 | No |
| DSC 212 | Probability and Statistics for Data Science | Fall 2023 | No |
| DSC 260 | Data Ethics and Fairness | Fall 2023 | No |
| DSC 240 | Machine Learning | Fall 2023 | Yes |
| DSC 241 | Statistical Models | Fall 2023 | Yes |
| DSC 250 | Advanced Data Mining | Fall 2023 | No |
| DSC 205 | Geometry of Data | Fall 2023 | No |
| DSC 291 | Interpretable & Explainable ML | Fall 2023 | No |
| DSC291 | Causal Discovery & Causality-Related Machine Learning | Fall 2023 | No |
| DSC 211 | Introduction to Optimization | Winter 2024 | No |
| DSC 212 | Probability and Statistics for Data Science | Winter 2024 | No |
| DSC 206 | Algorithms for Data Science | Winter 2024 | Yes |
| DSC 204A | Scalable Data Systems | Winter 2024 | Yes |
| DSC 260 | Data Ethics and Fairness | Winter 2024 | No |
| DSC 241 | Statistical Models | Winter 2024 | Yes |
| DSC 261 | Responsible Data Science | Winter 2024 | No |
| DSC215 | Statistical Thinking and Experimental Design | Winter 2024 | No |
| DSC 291 | Partial Differential Equations and Machine Learning | Winter 2024 | No |
| DSC 291 | Data Science in Biomedicine | Winter 2024 | No |
| DSC 291 | Machine Learning with Few Labels | Winter 2024 | No |
| DSC291 | Mobile and Ubiquitous Computing | Winter 2024 | No |
| DSC 204A | Scalable Data Systems | Spring 2024 | Yes |
| DSC 204B | Big Data Analytics and Data Systems | Spring 2024 | Yes |
| DSC 240 | Machine Learning | Spring 2024 | Yes |
| DSC 243 | Continuous Optimization | Spring 2024 | Yes |
| DSC 245 | Intro to Causal Inference | Spring 2024 | Yes |
| DSC 231 | Embedded Sensing and IOT Data Models and Methods | Spring 2024 | No |
| DSC 253 | Advanced Data-Driven Text Mining | Spring 2024 | No |
| DSC 291 | Mathematical Aspects of Deep Learning | Spring 2024 | No |
| DSC 291 | Trustworthy Machine Learning | Spring 2024 | No |
| DSC 291 | Introduction to statistical and population genetics | Spring 2024 | No |
| DSC 291 | Machine Learning Systems | Spring 2024 | No |