Big data and analytics drive strategic decision making and innovation whether it is in relation to engineering, finance, healthcare or other professional areas. There is a growing demand for data scientists who can apply powerful tools and advanced statistical modeling techniques to make discoveries about business problems, processes and platforms.
The key objectives of the MS Data Science program include the following.
Students graduating from the MS (Data Science) program are expected to:
| Semester 1 | ||
| Course Code | Course Title | Credit Hours |
| DSC 777 | Tools and Techniques in Data Science | 03 |
| DSC 711 | Statistical and Mathematical Methods for Data Analysis | 03 |
| ESC 701 | Research Methodology | 03 |
| Total | 09 | |
|
Semester 2 |
||
| Course Code | Course Title | Credit Hours |
| DSC 700 | Big Data Analytics | 03 |
| CSC 719 | Machine Learning | 03 |
| Elective I | 03 | |
| Total | 09 | |
|
Semester 3 |
||
| Course Code | Course Title | Credit Hours |
| DSC 707 | Deep Learning | 03 |
| Elective II | 03 | |
| Thesis I / Elective – III | 03 | |
| Total | 09 | |
|
Semester 4 |
||
| Course Code | Course Title | Credit Hours |
| Thesis II / Elective – IV | 03 | |
| Total | 03 | |
| TOTAL CREDIT HOURS | 30 | |
Elective Courses – MS Data Science |
|||
| Sr. No | Course Code | Course Title | Credit Hours |
| 1 | DSC 703 | Data Visualization | 3 |
| 2 | DSC 704 | Distributed Data Engineering | 3 |
| 3 | DSC 706 | Unstructured Data Processing | 3 |
| 4 | CSC 728 | Decision Support Systems | 3 |
| 5 | CSC 715 | Intelligent Agents | 3 |
| 6 | CSC 741 | Advanced Natural Language Processing | 3 |
| 7 | CEN 745 | Advanced Digital Image Processing | 3 |
| 8 | CSC 749 | Advanced Neural Networks and Fuzzy Logic | 3 |
| 9 | CSC 751 | Pattern Recognition | 3 |
| 10 | CSC 764 | Computer Vision | 3 |
| 11 | CSC 781 | Cloud Computing | 3 |
| 12 | CSC 733 | Advanced Information Theory | 3 |
| 13 | CSC 747 | Text Mining | 3 |
| 14 | CSC 752 | Advanced DBMS | 3 |
| 15 | CSC 760 | Advanced Data Warehousing | 3 |
| 16 | SEN 764 | Ontology Engineering | 3 |
| 17 | CEN 759 | Generative AI | 3 |
| 18 | THS 799 | Thesis | 6 |