School of Electrical Engineering & Computer Science
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Programs MS DATA SCIENCE

MS DATA SCIENCE

Course Curriculum

Core Courses
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite
1 CS-871 Machine Learning 3+0
2 CS-899 Thesis 6+0
3 CS-807 Statistical and Mathematical Methods for Data Science 3+0
4 CS-808 Tools and Techniques for Data Science 3+0
Specialized Electives
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite
1 CS-825 Information Retrieval 3+0
2 CS-836 Advance Distributed Computing 3+0
3 CS-866 Information Visualization 3+0
4 CS-878 Deep Learning 3+0
5 CS-895 Big Data Analytics 3+0
6 CS-875 Natural Language Processing 3+0
General Electives
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite
1 CS-820 Advanced Database Concepts 3+0
2 CS-821 Distributed Databases 3+0
3 CS-822 Data Mining 3+0
4 CS-823 Advance Topics In Databases 3+0
5 CS-831 Parallel Computing 6+0
6 CS-833 Cloud Computing 3+0
7 CS-834 Scientific Computing 3+0
8 CS-853 Formal Methods 3+0
9 CS-861 Advanced Computer Graphics 3+0
10 CS-862 Advanced Image Processing 3+0
11 CS-863 Applied Artificial Intelligence 3+0
12 CS-864 Scientific Visualization 3+0
13 CS-865 Ubiquitous And Autonomic Computing 3+0
14 CS-867 Computer Vision 3+0
15 CS-872 Ontology Engineering 3+0
16 CS-882 Advanced Information Security 3+0
17 CS-885 Data Security & Privacy 3+0
18 STAT-901 Advanced Probability & Statistics 3+0
19 CS-890 Advanced Data Science 3+0
20 CS-897 Advanced Topics in Computing 3+0
21 CS-893 Advanced Computer Vision 3+0
22 CS-839 Parallel and Distributed Simulation 3+0
23 CS-870 Social Web Mining 3+0
24 CS-873 Semantic Web 3+0
25 CS-879 Advanced Machine Learning 3+0
26 IT-863 Internet of Things 3+0
27 CS-816 Statistical Machine Learning 3+0
28 CS-838 Geometric Deep Learning 3+0
29 CS-844 Generative Deep Models 3+0
30 CS-827 Applied Game Theory 3+0
31 CS-843 Artificial Intelligence for Healthcare 3+0
Additional Courses
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite
1 RM-898 Research Methodology 2+0 4
2 SEM/WKSP-897 Seminar / Workshop 1+0 4,17