Learn employable
technical skills
on Big Data.

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Hidden Fields











What will you learn?

  • Use state-of-the-art software tools to perform data mining and analysis on large structured and unstructured data sets, and transform such data into knowledge.
  • Design and implement new algorithms for data mining and analysis, and study their time-, space-, and energy-efficiency.
  • Perform data acquisition and management for extremely large and dynamic databases.
  • Present and communicate knowledge derived from data in an unambiguous and convincing manner.

Courses

 
Credit Hours
bullet1
CAP 5610-Machine Learning
3
bullet2
CNT 5805-Network Science
3
bullet3
COP 5711-Parallel and Distributed Database Systems
3
bullet4
COP 6526-Parallel and Cloud Computation
3
bullet5
STA 5206-Statistical Analysis
3
bullet6
STA 5703-Data Mining Methodology I
3
bullet7
STA 6704-Data Mining Methodology II
3
bullet8
CAP 6942-Project in Data Analytics
3



Courses Exclusive For AI Track

 
Credit Hours

bullet5
PHI 6679 - Digital Ethics
3
bullet6
CAP 5636 - Advanced Artificial Intelligence
3
bullet7
CAP 6640 - Computer Understanding of Natural Language
3
bullet8
CAP 6614 - Current Topics in Machine Learning
3



Electives

 
Credit Hours
bullet9
CAP 6307-Text Mining I
3
bullet10
CAP 6315-Social Media and Network Analysis
3
bullet11
CAP 6318-Computational Analysis of Social Complexity
3
bullet12
CAP 6545-Machine Learning Methods for Biomedical Data
3
bullet13
CAP 6737-Interactive Data Visualization
3
bullet14
STA 6714-Data Preparation
3

Advice for MSDA Students

MSDA Capstone Project - Team Second Set