Programs MS DATA SCIENCE

MS DATA SCIENCE

Course Curriculum

Core Courses
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite Course Content
1 CS-871 Machine Learning 3+0 9,11
2 CS-807 Statistical and Mathematical Methods for Data Science 3+0 3,4,9
3 CS-808 Tools and Techniques for Data Science 3+0 9
Specialized Electives
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite Course Content
1 CS-825 Information Retrieval 3+0 9,11,12
2 CS-836 Advanced Distributed Computing 3+0 9
3 CS-866 Information Visualization 3+0 9,13
4 CS-878 Deep Learning 3+0 3,9,11
5 CS-895 Big Data Analytics 3+0 8,9
6 CS-875 Natural Language Processing 3+0 3,4,9,11
General Electives
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite Course Content
1 CS-820 Advanced Database Concepts 3+0 9,12
2 CS-821 Distributed Databases 3+0 9,11
3 CS-822 Data Mining 3+0 9,11
4 CS-823 Advance Topics In Databases 3+0 9,12
5 CS-833 Cloud Computing 3+0 9,11
6 CS-834 Scientific Computing 3+0 3,4,9,11
7 CS-853 Formal Methods 3+0 4,8,9
8 CS-861 Advanced Computer Graphics 3+0 8,9
9 CS-862 Advanced Image Processing 3+0 9,15
10 CS-889 Applied Artificial Intelligence 3+0 9,11
11 CS-864 Scientific Visualization 3+0 9,13
12 CS-865 Ubiquitous And Autonomic Computing 3+0 9,11
13 CS-867 Computer Vision 3+0 3,9
14 CS-872 Ontology Engineering 3+0 9
15 CS-882 Advanced Information Security 3+0 9,16
16 CS-885 Data Security & Privacy 3+0 9,16
17 STAT-901 Advanced Probability & Statistics 3+0 9
18 CS-890 Advanced Data Science 3+0 9,11
19 CS-897 Advanced Topics in Computing 3+0 9,15
20 CS-893 Advanced Computer Vision 3+0 9
21 CS-839 Parallel and Distributed Simulation 3+0 9,11
22 CS-870 Social Web Mining 3+0 9
23 CS-873 Semantic Web 3+0 9
24 IT-863 Internet of Things 3+0 9,11
25 CS-831 Parallel Computing 3+0 9
26 CS-816 Statistical Machine Learning 3+0 9
27 CS-838 Geometric Deep Learning 3+0 9
28 CS-844 Generative Deep Models 3+0 9
29 CS-827 Applied Game Theory 3+0 9
30 CS-843 Artificial Intelligence for Healthcare 3+0 3
31 CS-884 Advanced Machine Learning 3+0 9,11
Additional Courses
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite Course Content
1 RM-898 Research Methodology 2+0 4,6,8,9,11,13,16,17
2 SEM/WKSP-897 Seminar / Workshop 1+0 4,5,9,11,16,17
MS Thesis
Sr.No Course Code Subjects Credit Hours Related SDG Pre Requisite Course Content
1 CS-899 MS Thesis 0+6 4,9