| 1 | Lighter than Air Systems | 1 | 1 | 0 | 0 | 0 | 0 |
| 2 | Biostatistics and Design of experiments | 2 | 0 | 1 | 0 | 0 | 1 |
| 3 | Geotechnical Engineering II Foundation Engineering | 1 | 0 | 1 | 0 | 0 | 0 |
| 4 | Electronic Waste Management - Issues And Challenges | 2 | 0 | 2 | 0 | 0 | 0 |
| 5 | Maintenance and Repair of Concrete Structures | 1 | 0 | 1 | 0 | 0 | 0 |
| 6 | Geotechnical Engineering - 1 | 1 | 0 | 1 | 0 | 0 | 0 |
| 7 | Geology and Soil Mechanics | 1 | 0 | 0 | 0 | 0 | 1 |
| 8 | Biomass Conversion and Biorefinery | 1 | 0 | 0 | 0 | 1 | 0 |
| 9 | Problem Solving through Programming in C | 3 | 0 | 0 | 1 | 0 | 2 |
| 10 | Programming in C++ | 3 | 0 | 0 | 0 | 0 | 3 |
| 11 | Programming in Java | 2 | 0 | 0 | 2 | 0 | 0 |
| 12 | Data Base Management System | 3 | 0 | 0 | 0 | 1 | 2 |
| 13 | Embedded System Design with ARM | 2 | 0 | 0 | 2 | 0 | 0 |
| 14 | Introduction to Soft Computing | 3 | 0 | 1 | 0 | 2 | 0 |
| 15 | VLSI Physical Design | 1 | 0 | 1 | 0 | 0 | 0 |
| 16 | Cryptography and Network Security | 2 | 0 | 0 | 1 | 1 | 0 |
| 17 | Introduction to Internet of Things | 2 | 0 | 2 | 0 | 0 | 0 |
| 18 | Computer Networks and Internet Protocol | 1 | 0 | 0 | 0 | 1 | 0 |
| 19 | Introduction to Industry 4.0 and Industrial Internet of Things | 1 | 0 | 1 | 0 | 0 | 0 |
| 20 | Programming, Data Structures And Algorithms Using Python | 8 | 0 | 2 | 2 | 0 | 4 |
| 21 | Data Science for Engineers | 3 | 0 | 1 | 1 | 1 | 0 |
| 22 | Introduction to Machine Learning | 4 | 0 | 0 | 0 | 2 | 2 |
| 23 | Python for Data Science | 2 | 0 | 1 | 0 | 1 | 0 |
| 24 | Deep Learning - IIT Ropar | 2 | 0 | 0 | 2 | 0 | 0 |
| 25 | An Introduction to Programming through C++ | 1 | 0 | 0 | 0 | 0 | 1 |
| 26 | An Introduction to Artificial Intelligence | 2 | 0 | 0 | 0 | 0 | 2 |
| 27 | Data Analytics with Python | 4 | 0 | 3 | 1 | 0 | 0 |
| 28 | Product Design and Innovation | 1 | 0 | 0 | 1 | 0 | 0 |
| 29 | Fundamentals of Automotive Systems | 1 | 0 | 0 | 1 | 0 | 0 |
| 30 | Antennas | 1 | 0 | 1 | 0 | 0 | 0 |
| 31 | Sensors and Actuators | 1 | 0 | 0 | 0 | 1 | 0 |
| 32 | Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning | 1 | 0 | 0 | 1 | 0 | 0 |
| 33 | Microwave Integrated Circuits | 1 | 0 | 0 | 1 | 0 | 0 |
| 34 | An Introduction to Information Theory | 1 | 0 | 0 | 0 | 1 | 0 |
| 35 | Non-Conventional Energy Resources | 1 | 0 | 0 | 0 | 0 | 1 |
| 36 | Enhancing Soft Skills and Personality | 2 | 0 | 1 | 1 | 0 | 0 |
| 37 | Speaking Effectively | 1 | 0 | 0 | 1 | 0 | 0 |
| 38 | Intellectual Property | 2 | 1 | 1 | 0 | 0 | 0 |
| 39 | Introduction to Modern Indian Political Thought | 1 | 0 | 0 | 1 | 0 | 0 |
| 40 | Introduction to Cognitive Psychology | 6 | 1 | 1 | 3 | 1 | 0 |
| 41 | Psychology of Stress, Health and Well-being | 2 | 0 | 0 | 2 | 0 | 0 |
| 42 | German - I | 2 | 0 | 1 | 0 | 0 | 1 |
| 43 | Advanced Probability Theory | 1 | 0 | 0 | 0 | 0 | 1 |
| 44 | Kinematics of Mechanisms and Machines | 7 | 0 | 2 | 0 | 2 | 3 |
| 45 | Automatic Control | 1 | 0 | 1 | 0 | 0 | 0 |
| 46 | Mechatronics | 3 | 0 | 0 | 1 | 2 | 0 |
| 47 | IC Engines and Gas Turbines | 1 | 0 | 1 | 0 | 0 | 0 |
| 48 | Business Analytics and Data Mining Modeling using R | 1 | 0 | 0 | 0 | 1 | 0 |
| 49 | Financial Institutions and Markets | 1 | 0 | 0 | 0 | 1 | 0 |
| 50 | Talent Acquisition and Management | 1 | 0 | 0 | 1 | 0 | 0 |
| 51 | Behavioral and Personal Finance | 1 | 0 | 0 | 1 | 0 | 0 |
