Data Science

M.Sc. Data Science Program Structure (2021-22)

Sem Course code Courses Credit Hours
L T P S Total L T P S Total
Semester 1 MSDS101 Principles of Data Science 1 0 0 1 2 1 0 0 1 2
MSDS102 Programming for Data Science 1 0 2 1 4 1 0 4 1 6
MSDS103 Essential Mathematics for Data Science 1 1 1 1 4 1 1 2 1 5
MSDS104 RDBMS techniques 1 1 0 1 3 1 1 0 1 3
MSDS105 Data Engineering 1 0 1 1 3 1 0 2 1 4
MSDS106 Applied Statistics using R 2 0 1 1 4 2 0 2 1 5
  Total 7 2 5 6 20 7 2 10 6 25
Semester 2 MSDS201 Linear Models in  Data Science 1 0 1 1 3 1 0 2 1 4
MSDS202 Multivariate Analysis 2 0 1 1 4 2 0 2 1 5
MSDS203 Artificial intelligence for Data Science 1 0 1 1 3 1 0 2 1 4
MSDS204 Data Visualization 1 0 1 1 3 1 0 2 1 4
MSDS205 Big Data and Data Clouds 1 0 1 1 3 1 0 2 1 4
MSDS206 Data Mining and Machine Learning 1 0 2 1 4 1 0 4 1 6
MSDS207 Internship 0 0 0 8 8 0 0 0 8 8
  Total 7 0 7 14 28 7 0 14 14 35
Semester 3 MSDS301 Natural Language Processing 1 0 1 1 3 1 0 2 1 4
MSDS302 Time Series Analysis and Forecasting Techniques 1 0 1 1 3 1 0 2 1 4
MSDS303 Data Science with SAS/ SPSS 1 0 1 1 3 1 0 2 1 4
MSDS304 Deep Learning 1 0 1 1 3 1 0 2 1 4
MSDS305 Marketing Analytics using AI 1 0 1 1 3 1 0 2 1 4
Elective 1 0 1 1 3 1 0 2 1 4
MSDS306A Data Science Applications of Vision
MSDS306B Data Analysis in Economics & Financial Decision Making
MSDS306C Quantitative Genetics
MSDS306D Data Analytics in IOT
  Total 6 0 6 6 18 6 0 12 6 24
Semester-4 MSDS401 Dissertation 0 0 0 14 14 0 0 0 14 14
Total 0 0 0 14 14 0 0 0 14 14
Total Credits= (20 + 28 + 18 + 14) = 80