Foundations of Data Science (MS): Computer Science Concentration

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Degree Requirements

Course List
Code	Title	Hours
Required Courses		21
Statistics Core
厂罢听503	Fundamentals of Linear Models and Regression
厂罢听517	Applied Statistical Methods I
Mathematics Core (choose two of the following)
惭础听523	Linear Transformations and Matrix Theory
惭础听540	Uncertainty Quantification for Physical and Biological Models
惭础听542	Convex Optimization Methods in Data Science
Computer Science core
颁厂颁听505	Design and Analysis Of Algorithms
颁厂颁听540	Database Management Concepts and Systems
Machine Learning core (choose one of the following)
厂罢听563	Introduction to Statistical Learning
颁厂颁听522	Automated Learning and Data Analysis
Concentration Electives		9
A minimum of 9 hours of elective courses must be taken from the following courses:
颁厂颁听520	Artificial Intelligence I
颁厂颁听541	Advanced Data Structures
颁厂颁听720	Artificial Intelligence II
颁厂颁听722	Advanced Topics in Machine Learning
颁厂颁听742	Advanced Topics in Database Management Systems
Total Hours		30