Degrees & Courses Data Science BS Major Data Science MS Degree Data Science Minor Data Science Ph.D. Degree Data Science Graduate Certificate DS Course Listings Undergraduate CS / DS 4433. Big Data Management and Analytics CS 4804. Data Visualization DS 1010. Data Science I: Introduction to Data Science DS 2010. Data Science II: Modeling and Data Analysis DS 3010. Data Science III: Computational Data Intelligence DS 4635. Data Analytics and Statistical Learning DS Course Listings Graduate DS 501. Introduction to Data Science DS 502. Statistical Methods for Data Science DS 503. Big Data Management DS 504. Big Data Analytics DS 517. Mathematical Foundations for Data Science DS 541. Deep Learning DS 547. Information Retrieval DS 551. Reinforcement Learning DS 577. Machine Learning in Cybersecurity DS 5900. Data Science Internship DS 595. Special Topics in Data Science DS 596. Independent Study DS 597. Directed Research DS 598. Graduate Qualifying Project DS 599. Master's Thesis in Data Science DS 699. Dissertation Research. NEW! The following courses were made a permanent part of the Data Science Graduate Program beginning in the Fall 2024 academic year. DS 552 - Generative Artificial Intelligence DS 553 - Machine Learning Development and Operations DS 554 - Natural Language Processing DS 555 - Responsible Artificial Intelligence DS 556 - On-Device Deep Learning DS 5006 - Machine Learning for Engineering & Science Applications Course Schedules