Master’s in Data Sciences (MDS) Syllabus

The Structure of the program is as follows

FIRST SEMESTER

                         Compulsory Courses

Course Code Course Titles Credits Nature
MDS 501 Fundamentals of  Data Science 3 Th.
MDS 502 Data Structure and  Algorithms 3 Th.+ Pr.
MDS 503 Statistical Computing with R 3 Th.+ Pr.
MDS 504 Mathematics for Data Science 3 Th.

                                Elective Courses (Any One)

Course Code Course Titles Credits Nature
MDS 505 Data Base Management Systems 3 Th.+ Pr.
MDS 506 Programming skills with C 3 Th.+ Pr.
MDS 507 Linear and Integer Programming 3 Th.+ Pr.

SECOND  SEMESTER

                         Compulsory Courses

Course Code Course Titles Credits Nature
MDS 551 Programming with Python 3 Th.+ Pr.
MDS 552 Applied Machine Learning 3 Th.+ Pr.
MDS 553 Statistical Methods for Data Science 3 Th.+ Pr.
MDS 554 Multivariable Calculus for Data Science 3 Th.

                                Elective Courses (Any One)

Course Code Course Titles Credits Th.+ Pr.
MDS 555 Natural Language Processing 3 Th.+ Pr.
MDS 556 Artificial Intelligence 3 Th.+ Pr.
MDS 557 Learning Structure and Time Series 3 Th.+ Pr.

                   

THIRD  SEMESTER

                         Compulsory Courses

Course Code Course Titles Credits Nature
MDS 601 Research Methodology 3 Th.
MDS 602 Advanced Data Mining 3 Th.+ Pr.
MDS 603 Techniques for Big Data 3 Th.+ Pr.

                                Elective Courses (Any Two)

Course Code Course Titles Credits Nature
MDS 604 Cloud Computing 3 Th.+ Pr.
MDS 605 Regression Analysis 3 Th.+ Pr.
MDS 606 Decision AnalysisMonte Carlo Methods 3 Th.+ Pr.
MDS 607 Cloud Computing 3 Th.

 

FOURTH  SEMESTER

                         Compulsory Courses

Course Code Course Titles Credits Nature
MDS 651 Data Visualization 3 Th.
MDS 652 Capstone Project/ Thesis 3 Project+ Report

                                Elective Courses (Any Two)

Course Code Course Titles Credits Nature
MDS 653 Social Network Analysis 3 Th.+ Pr.
MDS 654 Actuarial Data Analysis 3 Th.+ Pr.
MDS 655 Deep Learning 3 Th.+ Pr.
MDS 656 Business Analytics 3 Th.+ Pr.
MDS 657 Bioinformatics 3 Th.+ Pr.
MDS 658 Economic Analysis 3 Th.+ Pr.