Master
of Science Degree
Accredited
by the State of Connecticut Department of Higher Education.
Details
on how to apply to the Master of Science in data mining may be
found here.
All students who have been admitted
(not conditionally admitted) to the Master of Science in Data
Mining should download the 2007
Planned
Program of Study, complete as much of it as you can, and
email to Dr. Larose at larosed@ccsu.edu.
Students who have been conditionally admitted, and have
completed their conditions, should notify Dr. Larose at larosed@ccsu.edu,
so that you may be fully and officially admitted.
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An
Overview of the MS in Data Mining: 36 Credits
(All courses 3 credits unless
otherwise indicated.)
Core
Courses
Stat 416 Mathematical Statistics II
Stat 521 Introduction to Data Mining (4 credits)
Stat 522 Data Mining Methods (4 credits)
Stat 523 Applied Data Mining
(4 credits)
Stat 525 Web Mining
Stat 526 Data Mining for Genomics and Proteomics
Stat 527 Text Mining
Stat 570 Applied Multivariate Analysis
Thesis
Course
Stat 599 Thesis
Elective Courses
Choose any two courses from the following list.
Stat 455 Experimental Design
Stat 529 Current Issues in Data Mining
Stat 551 Applied Stochastic Processes
Stat 567 Linear Models
Stat 575 Mathematical Statistics III
CS 570 Topics in Artificial Intelligence: Machine Learning
CS 580 Topics in Advanced Database: Data Mining
Other appropriate graduate course, with permission of advisor. 3
Program
Prerequisites:
Applicants to the
Master of Science in Data Mining program are expected to have
completed, or be in the process of completing, Math 221 Calculus
II; Stat 315 Mathematical Statistics I; and a second
semester course in undergraduate statistics.
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Cost
All data mining majors
are classified for business purposes as part-time students, with
a premium rate, see
here.
Matriculation
Students may take up to 9 credits (3
courses) before matriculating.
Prerequisites
• Students may be admitted on condition that they complete the
program prerequisite courses with a grade of B or better.
The prerequisite course Stat 315 is offered online.
•
New students may take the first course in the program while
working on the prerequisites for the more advanced courses.
•
Admission criterion: Approval of the Department of Mathematical
Sciences.
•
A maximum of 9 credits of 400 level courses are allowed to be
counted, as approved by the graduate advisor, on a student’s
planned program.
Financial
Aid
For financial aid questions, please see http://www.ccsu.edu/finaid/
or contact Richard Bishop at BishopR@ccsu.edu.
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