School of Electrical Engineering & Computer Science

Programs MS DATA SCIENCE

MS DATA SCIENCE

Course Curriculum

Core Courses
Sr.No	Course Code	Subjects	Credit Hours
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
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-875	Natural Language Processing	3+0
6	CS-895	Big Data Analytics	3+0

General Electives
Sr.No	Course Code	Subjects	Credit Hours
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-839	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
1	RM-898	Research Methodology	2+0
2	SEM/WKSP-897	Seminar / Workshop	1+0