| 1 | Computational Science in Engineering | 1 | 0 | 0 | 1 | 0 | 0 |
| 2 | Structure, Form, and Architecture : The Synergy | 1 | 0 | 1 | 0 | 0 | 0 |
| 3 | Bioengineering: An Interface with Biology and Medicine | 2 | 1 | 0 | 1 | 0 | 0 |
| 4 | Demystifying the Brain | 2 | 0 | 0 | 1 | 1 | 0 |
| 5 | Bioreactor Design and Analysis | 1 | 0 | 0 | 1 | 0 | 0 |
| 6 | Optical Spectroscopy and Microscopy : Fundamentals of optical measurements and instrumentation | 1 | 0 | 0 | 0 | 1 | 0 |
| 7 | Digital Land Surveying And Mapping (DLS&M) | 1 | 0 | 1 | 0 | 0 | 0 |
| 8 | Introduction to Civil Engineering Profession | 1 | 0 | 1 | 0 | 0 | 0 |
| 9 | Scheduling Techniques in Projects | 1 | 0 | 0 | 0 | 1 | 0 |
| 10 | Introduction to Accounting and Finance for Civil Engineers | 1 | 0 | 1 | 0 | 0 | 0 |
| 11 | Applied Time-Series Analysis | 2 | 0 | 0 | 2 | 0 | 0 |
| 12 | Programming in C++ | 1 | 1 | 0 | 0 | 0 | 0 |
| 13 | Programming in Java | 1 | 0 | 0 | 1 | 0 | 0 |
| 14 | Data Base Management System | 1 | 0 | 0 | 0 | 0 | 1 |
| 15 | Deep Learning - IITKGP | 2 | 0 | 2 | 0 | 0 | 0 |
| 16 | Data Mining | 4 | 2 | 0 | 2 | 0 | 0 |
| 17 | VLSI Physical Design | 1 | 0 | 0 | 1 | 0 | 0 |
| 18 | Software Testing | 1 | 1 | 0 | 0 | 0 | 0 |
| 19 | Cloud computing | 2 | 0 | 0 | 2 | 0 | 0 |
| 20 | Cloud Computing and Distributed Systems | 2 | 1 | 0 | 1 | 0 | 0 |
| 21 | Introduction to Internet of Things | 2 | 0 | 1 | 1 | 0 | 0 |
| 22 | Programming, Data Structures And Algorithms Using Python | 43 | 5 | 10 | 23 | 0 | 5 |
| 23 | Design and analysis of algorithms | 11 | 1 | 3 | 6 | 1 | 0 |
| 24 | Data Science for Engineers | 6 | 1 | 0 | 5 | 0 | 0 |
| 25 | Introduction to Machine Learning | 8 | 0 | 3 | 2 | 2 | 1 |
| 26 | Reinforcement Learning | 4 | 0 | 1 | 3 | 0 | 0 |
| 27 | Artificial Intelligence: Knowledge Representation and Reasoning | 1 | 0 | 1 | 0 | 0 | 0 |
| 28 | AI: Constraint Satisfaction | 1 | 0 | 1 | 0 | 0 | 0 |
| 29 | The Joy of Computing using Python | 2 | 0 | 0 | 2 | 0 | 0 |
| 30 | Python for Data Science | 8 | 0 | 4 | 3 | 1 | 0 |
| 31 | Discrete Mathematics - IIT Ropar | 3 | 1 | 0 | 2 | 0 | 0 |
| 32 | Deep Learning - IIT Ropar | 4 | 0 | 1 | 3 | 0 | 0 |
| 33 | Discrete Mathematics - IIITB | 1 | 0 | 0 | 1 | 0 | 0 |
| 34 | An Introduction to Programming through C++ | 4 | 0 | 1 | 3 | 0 | 0 |
| 35 | Introduction to Parallel Programming in OpenMP | 2 | 1 | 0 | 1 | 0 | 0 |
| 36 | Computer Architecture | 2 | 0 | 0 | 1 | 1 | 0 |
| 37 | Data Analytics with Python | 8 | 1 | 1 | 6 | 0 | 0 |
| 38 | Advanced Graph Theory | 1 | 0 | 0 | 1 | 0 | 0 |
| 39 | Fundamentals of Automotive Systems | 1 | 0 | 0 | 0 | 1 | 0 |
| 40 | Understanding Design | 2 | 0 | 2 | 0 | 0 | 0 |
| 41 | Evolution of Air Interface towards 5G | 1 | 0 | 0 | 1 | 0 | 0 |
| 42 | Digital IC Design | 2 | 1 | 1 | 0 | 0 | 0 |
| 43 | Computer Vision and Image Processing - Fundamentals and Applications | 1 | 0 | 1 | 0 | 0 | 0 |
| 44 | Applied Linear Algebra | 2 | 2 | 0 | 0 | 0 | 0 |
| 45 | Roadmap for patent creation | 1 | 0 | 0 | 1 | 0 | 0 |
| 46 | Entrepreneurship Essentials | 2 | 0 | 0 | 1 | 0 | 1 |
| 47 | MATLAB Programming for Numerical Computation | 4 | 1 | 1 | 2 | 0 | 0 |
| 48 | Introduction to Econometrics | 3 | 2 | 0 | 1 | 0 | 0 |
| 49 | Enhancing Soft Skills and Personality | 12 | 4 | 3 | 5 | 0 | 0 |
| 50 | Emotional Intelligence | 3 | 0 | 0 | 1 | 1 | 1 |
| 51 | Speaking Effectively | 3 | 0 | 1 | 1 | 0 | 1 |
| 52 | Soft Skill Development | 15 | 0 | 8 | 5 | 2 | 0 |
| 53 | Intellectual Property | 3 | 0 | 2 | 1 | 0 | 0 |
| 54 | Language and Mind | 1 | 0 | 1 | 0 | 0 | 0 |
| 55 | Patent Drafting for Beginners | 1 | 0 | 1 | 0 | 0 | 0 |
| 56 | English Language for Competitive Exams | 16 | 0 | 5 | 6 | 4 | 1 |
| 57 | Introduction to Film studies | 2 | 0 | 0 | 2 | 0 | 0 |
| 58 | Introduction to Political Theory | 2 | 1 | 0 | 1 | 0 | 0 |
| 59 | Introduction to Brain & Behaviour | 2 | 0 | 1 | 0 | 1 | 0 |
| 60 | Human Behaviour | 3 | 1 | 0 | 1 | 0 | 1 |
| 61 | Introduction to Cognitive Psychology | 2 | 0 | 0 | 2 | 0 | 0 |
| 62 | Psychology of Stress, Health and Well-being | 4 | 3 | 0 | 1 | 0 | 0 |
| 63 | German - I | 3 | 0 | 1 | 1 | 1 | 0 |
| 64 | Twentieth Century Fiction | 1 | 0 | 1 | 0 | 0 | 0 |
| 65 | Feminism : Concepts and Theories | 1 | 0 | 1 | 0 | 0 | 0 |
| 66 | Literature and Coping Skills | 1 | 0 | 0 | 0 | 0 | 1 |
| 67 | Effective Writing | 1 | 0 | 1 | 0 | 0 | 0 |
| 68 | Development of Sociology in India | 1 | 0 | 0 | 1 | 0 | 0 |
| 69 | Indian Economy: Some Contemporary Perspectives | 2 | 0 | 1 | 1 | 0 | 0 |
| 70 | An Introduction to Microeconomics | 5 | 1 | 2 | 2 | 0 | 0 |
| 71 | Introduction to probability and Statistics | 2 | 0 | 0 | 0 | 0 | 2 |
| 72 | Graph Theory | 2 | 0 | 0 | 2 | 0 | 0 |
| 73 | Basic Real Analysis | 1 | 0 | 0 | 1 | 0 | 0 |
| 74 | Linear Algebra | 4 | 0 | 0 | 0 | 1 | 3 |
| 75 | Basic Calculus - 1 | 3 | 0 | 2 | 1 | 0 | 0 |
| 76 | Advanced Probability Theory | 1 | 0 | 0 | 1 | 0 | 0 |
| 77 | Essentials of Data Science With R Software - 1: Probability and Statistical Inference | 2 | 0 | 1 | 1 | 0 | 0 |
| 78 | Fundamental of Welding Science and Technology | 1 | 0 | 1 | 0 | 0 | 0 |
| 79 | Wheeled Mobile Robots | 1 | 0 | 0 | 0 | 1 | 0 |
| 80 | Robotics and Control : Theory and Practice | 1 | 0 | 0 | 0 | 1 | 0 |
| 81 | Traditional and Non-Traditional Optimization Tools | 1 | 0 | 0 | 1 | 0 | 0 |
| 82 | Experimental Methods in Fluid Mechanics | 1 | 0 | 0 | 1 | 0 | 0 |
| 83 | IC Engines and Gas Turbines | 1 | 0 | 0 | 1 | 0 | 0 |
| 84 | Design Thinking - A Primer | 2 | 1 | 0 | 1 | 0 | 0 |
| 85 | Financial Management For Managers | 1 | 0 | 0 | 0 | 0 | 1 |
| 86 | Supply Chain Analytics | 4 | 1 | 1 | 2 | 0 | 0 |
| 87 | Financial Institutions and Markets | 3 | 0 | 1 | 0 | 1 | 1 |
| 88 | Consumer Behaviour | 4 | 0 | 0 | 2 | 2 | 0 |
| 89 | Six Sigma | 1 | 0 | 0 | 0 | 1 | 0 |
| 90 | Foundation Course in Managerial Economics | 1 | 0 | 0 | 1 | 0 | 0 |
| 91 | Behavioral and Personal Finance | 4 | 0 | 0 | 4 | 0 | 0 |
| 92 | Introduction to Operations Research | 3 | 0 | 1 | 1 | 0 | 1 |
| 93 | Fundamentals of electronic materials and devices | 1 | 0 | 0 | 1 | 0 | 0 |
| 94 | Materials Science and Engineering | 1 | 0 | 0 | 0 | 1 | 0 |
| 95 | Dealing with materials data : collection, analysis and interpretation | 2 | 0 | 1 | 0 | 1 | 0 |
