CurriculumCourse Listings
Curriculum
Courses with an asterisk are open to students outside of the MLDS program, assuming space after MLDS students are enrolled.
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| Course | Course Title | Fall 2025 | Winter 2026 | Spring 2026 |
|---|---|---|---|---|
| MLDS 400 | Topics in Data Engineering | F 9am - 12pm Evan Boyd | ||
| MLDS 401 | Machine Learning I | MW 3 - 4:20pm Edward Malthouse (Lab: W 1 - 2pm) | ||
| MLDS 410 | Generating Business Value with Data Science | W 9 - 11:50am Joel Shapiro | ||
| MLDS 413 | Databases & Information Retrieval | TTh 10 - 11:20am Nikos Hardavellas (Lab: Tu 3 - 4pm) | ||
| MLDS 414 | Natural Language Processing | F 9am - 12pm Evan Boyd (Lab: Tu 11am - 12pm) | ||
| MLDS 420 | Machine Learning II | TTh 10 - 11:20am Daniel Apley (Lab: W 2 - 3pm) | ||
| MLDS 421 | Data Mining & Knowledge Discovery | W 6 - 9pm Ashish Pujari (Lab: W 3 - 4pm) | ||
| MLDS 422 | Programming for Data Science | TTh 1 - 2:20pm Alice Zhao (Lab: Th 3 - 4pm) | ||
| MLDS 423 | Cloud Engineering for Data Science | F 1 - 4pm Ashish Pujari (Lab: Th 10 - 11am) | ||
| MLDS 424 | Generative AI | TTh 1 - 2:20pm Diego Klabjan (Lab: Th 3 - 4pm) | ||
| MLDS 430 | Data Visualization & Warehousing | TTh 3:30 - 4:50pm Alice Zhao (Lab: W 4 - 5pm) | ||
| MLDS 431 | Big Data Systems | TTh 1 - 2:20pm Diego Klabjan (Lab: Tu 9 - 10am) | ||
| MLDS 432 | Deep Learning | F 1 - 4pm Ashish Pujari (Lab: Tu 3 - 4pm) | ||
| MLDS 440* | Optimization and Heuristics | TTh 3 - 4:20pm Ehsan Kodabandeh and Michael Watson (Lab: Th 11am - 12pm) | ||
| MLDS 490* | Advanced Algorithms for Machine Learning | TTh 2-3:20pm Diego Klabjan (Lab: M 10 - 11am) | ||
| MLDS 490* | Bayesian Methods for Inference and Decision Making | TTh 12-1:20pm (first five weeks) Yuri Balasanov | ||
| MLDS 490* | Explainable AI | Asynchronous (second five weeks) Veena Mendiratta | ||
| MLDS 490* | Interpretable Machine Learning for Finance | Asynchronous (second five weeks) William Chiu | ||
| MLDS 490* | Social Network Analytics | Fri 2-4:50pm Noshir Contractor | ||
| MLDS 490 | Software Engineering | Asynchronous (second five weeks) Lowell Lindstrom | ||
| MLDS 490* | Time Series | Asynchronous (second five weeks) Ali Marami | ||
| MLDS 491-493 | Industry Practicum | Yuri Balasanov | Yuri Balasanov | Yuri Balasanov |
| MLDS 499 | Industry Capstone | Yuri Balasanov |
