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MS DS Courses

Course Code
Course Title
Credit Hours
Customized Non-Credit Courses
CT-492
Object Oriented Programming.
0
CT-493
Data Structure and Algorithm Design.
0
CT-494
Introduction to Databases.
0
Compulsory Courses
CT-530
Data Mining.
3
CT-562
Machine Learning .
3
CT-581
Statistics & Probability for Data Science.
3
CT-583
Tools and Techniques for Data Science.
3
CT-582 Big Data Analytics. 3
Elective Courses
CT-521 Distributed Intelligence System.  
CT-524
Knowledge Based System.
3
CT-525
Modeling and Simulation.
3
CT-527
Image Processing and Computer Vision.
3
CT-528
Advance Database Techniques.
3
CT-529
Object Oriented Databases.
3
CT-559
Artificial Neural Networks.
3
CT-560
Deep Learning.
3
CT-561
Natural Language Processing.
3
CT-563
Business Intelligence.
3
CT-564
Web Intelligence and Big Data.
3
CT-569
Virtualization and Cloud Computing.
3
CT-582
Numerical Linear Algebra.
3
CT-587
Distributed Computing.
3
CT-588
Information Retrieval.
3
CT-589 Social Media Analysis. 3
CT-590 Data Visualization. 3
CT-591 Text Processing. 3
CT-593 Data Warehousing. 3
CT-594 Optimization Methods. 3
CT-595
Pattern Recognition.
3
CT-596
Web Mining.
3
CT-597 Time Series Analysis & Forecasting. 3
CT-598 Financial Data Analysis. 3
CT-599 Speech Processing. 3
CT-5000 Independent Study Project. 6
CT-5001 Dissertation. 9