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Courses - Fall 2026
MSAI
Master of Science in Artificial Intelligence
Open Seats as of
08/21/2026 at 10:30 PM
MSAI602
Principles of Data Science
Credits: 3
Grad Meth: Reg, Aud
Restriction: Must be in one of the following in-person or online programs: MS in Data Science; MS in Applied Machine Learning; MS in Artificial Intelligence; MS in Bioinformatics and Computational Biology; or Data Science Professional Studies Certificate Program.
Cross-listed with: DATA602, BIOI602, MSML602.
Credit only granted for: BIOI602, DATA602, MSAI602, MSML602 or CMSC641.
Formerly: CMSC641.
An introduction to the data science pipeline, i.e., the end-to-end process of going from unstructured, messy data to knowledge and actionable insights. Provides a broad overview of what data science means and systems and tools commonly used for data science, and illustrates the principles of data science through several case studies.