CurriculumCourse Listings
Curriculum
Courses with an asterisk are open to students outside of the MLDS program.
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Course | Course Title | Fall 2024 | Winter 2025 | Spring 2025 |
---|---|---|---|---|
MLDS 400 | Everything Starts with Data | Raman Khurana | ||
MLDS 401 | Machine Learning I | Edward Malthouse | ||
MLDS 413 | Introduction to Databases & Information Retrieval | Nikos Hardavellas | ||
MLDS 414 | Text Analytics | Yuri Balasanov | ||
MLDS 420 | Machine Learning II | Daniel Apley | ||
MLDS 421 | Data Mining | Ashish Pujari | ||
MLDS 422 | Python & Other Data Science Programming | Alice Zhao | ||
MLDS 423 | Cloud Engineering for Data Science | Ashish Pujari | ||
MLDS 424 | Generative AI | Diego Klabjan | ||
MLDS 430 | Data Visualization and Warehousing | Alice Zhao | ||
MLDS 431 | Analytics for Big Data | Diego Klabjan | ||
MLDS 432 | Deep Learning | Ashish Pujari | ||
MLDS 440* | Optimization and Heuristics | Ehsan Kodabandeh and Michael Watson | Ehsan Kodabandeh and Michael Watson | |
MLDS 490-23* | Healthcare Analytics | Sanjay Mehrotra | ||
MLDS 490-24* | Advanced Algorithms | Diego Klabjan | ||
MLDS 490-27* | Social Network Analytics | Noshir Contractor | ||
MLDS 491-493 | Industry Practicum | Yuri Balasanov | Yuri Balasanov | Yuri Balasanov |
MLDS 499 | Capstone Design Project | Yuri Balasanov |