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 | ||||||||||||
