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Applied Mathematics and Statistics

Course List

Course List & Sequence

Term 1 (Fall semester):

  • AMS 507 Introduction to Probability
  • AMS 572 Data Analysis I 
  • CSE 581 Computer Science Fundamentals: Theory
  • CSE 582 Computer Science Fundamentals: Data Structures and Algorithms

Term 2 (Spring semester):

  • AMS 580 Statistical Learning (or AMS 530 Parallel Computing
  • AMS 597 Statistical Computing
  • CSE 583 Computer Science Fundamentals: Programming Abstractions
  • ISE 503 Data Management

Term 2 (Spring semester):

  • AMS 560 Big Data Systems, Algorithms and Networks
  • AMS 598 Big Data Analysis
  • Elective 1 *
  • Elective 2 *
    • *Note: (1) Students can choose to take at least 3-credit of AMS 585 Internship in Data Science during either the third semester, or the summer between the second and the third semesters, with or without industrial sponsors. 
    • *Note: (2) For students who have taken some of these courses in a previous degree program, they can substitute them with other relevant letter-graded graduate courses from AMS or CS Departments upon the approval of the graduate program director and the course instructor.