| 1 | Digital Land Surveying And Mapping (DLS&M) | 1 | 0 | 0 | 0 | 0 | 1 |
| 2 | Geosynthetics Testing Laboratory | 1 | 0 | 0 | 1 | 0 | 0 |
| 3 | Compiler Design | 1 | 0 | 1 | 0 | 0 | 0 |
| 4 | Real Time Operating System | 2 | 0 | 0 | 0 | 1 | 1 |
| 5 | Computer Networks and Internet Protocol | 2 | 0 | 0 | 0 | 2 | 0 |
| 6 | An Introduction to Artificial Intelligence | 1 | 0 | 0 | 0 | 0 | 1 |
| 7 | Data Analytics with Python | 1 | 0 | 1 | 0 | 0 | 0 |
| 8 | Deep Learning - Part 1(IIT Ropar) | 1 | 0 | 0 | 1 | 0 | 0 |
| 9 | Problem Solving through Programming in C | 2 | 0 | 1 | 1 | 0 | 0 |
| 10 | Programming in C++ | 1 | 0 | 0 | 0 | 0 | 1 |
| 11 | Programming in Java | 1 | 0 | 0 | 0 | 0 | 1 |
| 12 | Data Base Management System | 14 | 0 | 0 | 0 | 4 | 10 |
| 13 | Computer architecture and organization | 1 | 0 | 0 | 0 | 0 | 1 |
| 14 | Cloud computing | 4 | 0 | 2 | 0 | 1 | 1 |
| 15 | Introduction to internet of things | 1 | 0 | 0 | 0 | 0 | 1 |
| 16 | Switching Circuits and Logic Design | 1 | 0 | 0 | 1 | 0 | 0 |
| 17 | Programming, Data Structures And Algorithms Using Python | 1 | 0 | 0 | 1 | 0 | 0 |
| 18 | Data Science for Engineers | 2 | 0 | 0 | 1 | 1 | 0 |
| 19 | Introduction to Machine Learning | 1 | 0 | 1 | 0 | 0 | 0 |
| 20 | Python for Data Science | 1 | 0 | 0 | 1 | 0 | 0 |
| 21 | Artificial Intelligence Search Methods For Problem Solving | 1 | 0 | 0 | 0 | 1 | 0 |
| 22 | The Joy of Computing using Python | 4 | 0 | 0 | 0 | 0 | 4 |
| 23 | Data Structure and Algorithms using Java | 1 | 0 | 0 | 0 | 0 | 1 |
| 24 | Google Cloud Computing Foundations | 1 | 0 | 0 | 1 | 0 | 0 |
| 25 | Laser: Fundamentals and Applications | 1 | 1 | 0 | 0 | 0 | 0 |
| 26 | Metals in Biology | 1 | 0 | 1 | 0 | 0 | 0 |
| 27 | Applied Optimization for Wireless, Machine Learning, Big Data | 1 | 0 | 0 | 0 | 1 | 0 |
| 28 | Introduction to Wireless and Cellular Communications | 1 | 0 | 0 | 0 | 1 | 0 |
| 29 | Analog communication | 1 | 0 | 1 | 0 | 0 | 0 |
| 30 | Digital Image Processing | 1 | 0 | 0 | 1 | 0 | 0 |
| 31 | Semiconductor Devices and Circuits | 1 | 0 | 0 | 1 | 0 | 0 |
| 32 | Introduction to Embedded System Design | 2 | 0 | 0 | 0 | 1 | 1 |
| 33 | Non-Conventional Energy Resources | 1 | 0 | 0 | 0 | 0 | 1 |
| 34 | Stress Management | 1 | 0 | 1 | 0 | 0 | 0 |
| 35 | Introduction to Research | 1182 | 0 | 571 | 102 | 366 | 143 |
| 36 | Speaking Effectively | 3 | 0 | 2 | 0 | 1 | 0 |
| 37 | Developing Soft Skills and Personality | 914 | 1 | 361 | 74 | 196 | 282 |
| 38 | Great Experiments in Psychology | 1 | 0 | 0 | 0 | 0 | 1 |
| 39 | Educational leadership | 1 | 0 | 1 | 0 | 0 | 0 |
| 40 | Human resource development | 3 | 0 | 1 | 0 | 2 | 0 |
| 41 | Technical English for Engineers | 1 | 0 | 0 | 1 | 0 | 0 |
| 42 | Soft skills | 3 | 0 | 1 | 0 | 2 | 0 |
| 43 | German - I | 8 | 0 | 3 | 1 | 4 | 0 |
| 44 | Essential Mathematics for Machine Learning | 1 | 0 | 1 | 0 | 0 | 0 |
| 45 | Introduction to Fluid Mechanics | 1 | 0 | 0 | 0 | 1 | 0 |
| 46 | Processing of Polymers and Polymer Composites | 46 | 0 | 21 | 16 | 6 | 3 |
| 47 | Integrated Marketing Management | 5 | 0 | 0 | 0 | 2 | 3 |
| 48 | Financial Institutions and Markets | 3 | 0 | 0 | 0 | 0 | 3 |
| 49 | Consumer Behaviour | 1 | 0 | 0 | 0 | 0 | 1 |
| 50 | Principles of Human Resource Management | 16 | 0 | 1 | 0 | 5 | 10 |
| 51 | Financial Statement Analysis and Reporting | 1 | 0 | 0 | 0 | 0 | 1 |
| 52 | Financial Management For Managers | 19 | 0 | 0 | 0 | 0 | 19 |
| 53 | Soft Skills for Business Negotiations and Marketing Strategies | 6 | 0 | 1 | 0 | 5 | 0 |
| 54 | Ethics in Engineering Practice | 210 | 0 | 83 | 9 | 82 | 36 |
| 55 | Marketing research and analysis | 8 | 0 | 0 | 0 | 2 | 6 |
| 56 | Management Accounting | 11 | 0 | 1 | 0 | 3 | 7 |
| 57 | Marketing Management-I | 1 | 0 | 0 | 0 | 1 | 0 |
| 58 | Financial accounting - IITMandi | 5 | 0 | 0 | 0 | 0 | 5 |
| 59 | Structural Analysis of Nanomaterials | 1 | 0 | 1 | 0 | 0 | 0 |
| 60 | Advanced Materials and Processes | 1 | 0 | 1 | 0 | 0 | 0 |
| 61 | Fundamentals of electronic device fabrication | 1 | 0 | 0 | 1 | 0 | 0 |
| 62 | Semiconductor Optoelectronics | 1 | 1 | 0 | 0 | 0 | 0 |
