Foundations of Data Science (MS): Statistics Concentration

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Degree Requirements

Required Courses21
Statistics Core
Fundamentals of Linear Models and Regression
Applied Statistical Methods I
Mathematics Core
Linear Transformations and Matrix Theory
Convex Optimization Methods in Data Science
Computer Science Core
Design and Analysis Of Algorithms
Database Management concepts and Systems
Machine Learning Core
Choose one of the following
Introduction to Statistical Learning
Automated Learning and Data Analysis
Concentration Electives9
A minimum of 9 hours of elective courses must be taken from the following courses:
Applied Time Series
Applied Multivariate and Longitudinal Data Analysis
Applied Bayesian Analysis
Total Hours30