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| 1 Semester - 2024 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
| MDS131 | RESEARCH METHODS IN DATA SCIENCE | Core Courses | 5 | 4 | 100 | |
| MDS132 | PROBABILITY AND DISTRIBUTION THEORY | Core Courses | 5 | 4 | 100 | |
| MDS133 | MATHEMATICAL FOUNDATIONS FOR DATA SCIENCE-I | Core Courses | 4 | 3 | 100 | |
| MDS151P | APPLIED EXCEL | Core Courses | 3 | 1 | 50 | |
| MDS161A | PRINCIPLES OF PROGRAMMING | Discipline Specific Elective Courses | 3 | 2 | 50 | |
| MDS161B | INTRODUCTION TO PROBABILITY AND STATISTICS | Discipline Specific Elective Courses | 3 | 2 | 50 | |
| MDS161C | LINUX ESSENTIALS | Discipline Specific Elective Courses | 3 | 2 | 50 | |
| MDS171 | PROGRAMMING USING PYTHON | Core Courses | 7 | 4 | 100 | |
| 2 Semester - 2024 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
| MDS231 | DESIGN AND ANALYSIS OF ALGORITHMS | Core Courses | 4 | 3 | 100 | |
| MDS232 | MATHEMATICAL FOUNDATIONS FOR DATA SCIENCE-II | Core Courses | 4 | 3 | 100 | |
| MDS271 | DATABASE TECHNOLOGIES | Core Courses | 7 | 4 | 100 | |
| MDS272 | INFERENTIAL STATISTICS USING R | Core Courses | 7 | 4 | 100 | |
| MDS273 | FULL STACK WEB DEVELOPMENT | Core Courses | 7 | 4 | 100 | |
| 3 Semester - 2024 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
| MDS311 | CLOUD SERVICES | - | 3 | 2 | 50 | |
| MDS331 | REGRESSION MODELLING | - | 4 | 3 | 100 | |
| MDS341A | CATEGORICAL DATA ANALYSIS | - | 4 | 3 | 100 | |
| MDS341B | MULTIVARIATE ANALYSIS | - | 4 | 3 | 100 | |
| MDS341C | STOCHASTIC PROCESSES | - | 4 | 3 | 100 | |
| MDS371 | JAVA PROGRAMMING | - | 7 | 4 | 100 | |
| MDS372 | MACHINE LEARNING | - | 7 | 4 | 100 | |
| MDS381 | SEMINAR | - | 3 | 2 | 50 | |
| 4 Semester - 2023 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
| MDS411 | DATA DRIVEN MODELLING AND VISUALIZATION | Core Courses | 3 | 2 | 50 | |
| MDS431 | TIME SERIES AND FORECASTING TECHNIQUES | Core Courses | 5 | 4 | 100 | |
| MDS471 | NEURAL NETWORKS AND DEEP LEARNING | Core Courses | 7 | 4 | 100 | |
| MDS472A | WEB ANALYTICS | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS472B | IOT ANALYTICS | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS472C | NATURAL LANGUAGE PROCESSING | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS472D | GRAPH ANALYTICS | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS481 | PROJECT-I (WEB PROJECT WITH DATA SCIENCE CONCEPTS) | Core Courses | 5 | 2 | 100 | |
| MDS482 | RESEARCH PROBLEM IDENTIFICATION | Core Courses | 3 | 1 | 50 | |
| 5 Semester - 2023 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
| MDS531A | ECONOMETRICS | Discipline Specific Elective Courses | 5 | 4 | 100 | |
| MDS531B | BAYESIAN INFERENCE | Discipline Specific Elective Courses | 5 | 4 | 100 | |
| MDS531C | BIO-STATISTICS | Discipline Specific Elective Courses | 5 | 4 | 100 | |
| MDS571 | BIG DATA ANALYTICS | Core Courses | 7 | 4 | 100 | |
| MDS572A | EVOLUTIONARY ALGORITHMS | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS572B | QUANTUM MACHINE LEARNING | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS572C | REINFORCEMENT LEARNING | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS573A | GEOSPATIAL DATA ANALYTICS | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS573B | BIO-INFORMATICS | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS573C | IMAGE AND VIDEO ANALYTICS | Discipline Specific Elective Courses | 6 | 3 | 100 | |
| MDS581 | PROJECT - II (RESEARCH PROJECT_ DATA SCIENCE CAPSTONE PROJECT) | Core Courses | 5 | 2 | 100 | |
| 6 Semester - 2023 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
| MDS681 | INDUSTRY PROJECT | - | 3 | 10 | 300 | |
| MDS682 | RESEARCH PUBLICATION | - | 3 | 2 | 50 | |
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