Data Science (M.S.) (Combined B.S. Information Technology/M.S.)

PROGRAM BEGINS SPRING 2021.

Program Requirements

Course List

Code	Title	Credits
Required Core Courses
CSIT 528	Statistics for Data Science 1	3
CSIT 553	Exploratory Data Analysis and Visualization	3
CSIT 555	Database Systems 1	3
CSIT 558	Data Mining 1	3
CSIT 571	Computer Algorithms and Analysis	3
CSIT 598	Machine Learning	3
Elective Courses
Complete two courses for 6 semester hours from the following:		6
APLN 550	Computational Linguistics
APLN 552	Special Topics in Natural Language Processing
CSIT 548	Scalable Distributed Systems
CSIT 552	Python for Data Science
CSIT 554	Big Data Analytics
CSIT 599	Advanced Algorithms for Data Science
STAT 538	Regression Methods
Culminating Experience
CSIT 696	Research Methods in Computing	3
Complete one course for 3 semester hours:		3
CSIT 697	Master's Project
CSIT 698	Master's Thesis
Total Credits		30