|
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
|
| Note | For those candidates who have qualifications other than BS (CSIT) or equivalent, a departmental admission committee shall decide on the number and the particular deficiency courses (non-credit) which a candidate shall have to take based on his/her previous qualification | |
|
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-592 | 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-5002 | Thesis | 6 |