| 1 | Aircraft Design | 1 | 0 | 1 | 0 | 0 | 0 |
| 2 | Engineering/Architectural Graphics - part I - Orthographic projection | 2 | 0 | 0 | 0 | 0 | 2 |
| 3 | User Interface Design | 3 | 0 | 0 | 0 | 3 | 0 |
| 4 | Introduction to Professional Scientific Communication | 1 | 0 | 1 | 0 | 0 | 0 |
| 5 | Electronic Waste Management - Issues And Challenges | 4 | 0 | 1 | 3 | 0 | 0 |
| 6 | Geology and Soil Mechanics | 1 | 0 | 0 | 0 | 0 | 1 |
| 7 | Hydraulic Engineering | 1 | 0 | 0 | 0 | 1 | 0 |
| 8 | Waste to Energy Conversion | 1 | 0 | 0 | 0 | 1 | 0 |
| 9 | Renewable Energy Engineering: Solar, Wind and Biomass Energy Systems | 1 | 0 | 1 | 0 | 0 | 0 |
| 10 | Chemical Process Instrumentation | 2 | 0 | 0 | 0 | 0 | 2 |
| 11 | An Introduction to Cardiovascular Fluid Mechanics | 1 | 0 | 0 | 1 | 0 | 0 |
| 12 | Problem Solving through Programming in C | 2 | 0 | 0 | 1 | 0 | 1 |
| 13 | Programming in C++ | 3 | 0 | 0 | 0 | 0 | 3 |
| 14 | Programming in Java | 3 | 1 | 0 | 2 | 0 | 0 |
| 15 | Data Base Management System | 6 | 0 | 1 | 0 | 4 | 1 |
| 16 | Data Mining | 6 | 0 | 3 | 0 | 3 | 0 |
| 17 | Introduction to Soft Computing | 6 | 0 | 5 | 1 | 0 | 0 |
| 18 | Software Testing | 1 | 0 | 1 | 0 | 0 | 0 |
| 19 | Cloud computing | 5 | 0 | 3 | 0 | 1 | 1 |
| 20 | Cloud Computing and Distributed Systems | 3 | 0 | 0 | 2 | 1 | 0 |
| 21 | Cryptography and Network Security | 1 | 0 | 1 | 0 | 0 | 0 |
| 22 | Introduction to Internet of Things | 5 | 0 | 2 | 0 | 3 | 0 |
| 23 | Computer Networks and Internet Protocol | 2 | 0 | 1 | 0 | 1 | 0 |
| 24 | Programming, Data Structures And Algorithms Using Python | 8 | 0 | 2 | 1 | 0 | 5 |
| 25 | Data Science for Engineers | 2 | 0 | 1 | 0 | 1 | 0 |
| 26 | Introduction to Machine Learning | 2 | 0 | 0 | 0 | 2 | 0 |
| 27 | Reinforcement Learning | 1 | 0 | 0 | 0 | 1 | 0 |
| 28 | Artificial Intelligence: Knowledge Representation and Reasoning | 2 | 0 | 0 | 0 | 0 | 2 |
| 29 | AI: Constraint Satisfaction | 1 | 0 | 0 | 0 | 0 | 1 |
| 30 | The Joy of Computing using Python | 2 | 0 | 0 | 1 | 0 | 1 |
| 31 | Python for Data Science | 9 | 0 | 3 | 1 | 1 | 4 |
| 32 | Discrete Mathematics - IIT Ropar | 1 | 0 | 1 | 0 | 0 | 0 |
| 33 | Deep Learning - IIT Ropar | 1 | 0 | 1 | 0 | 0 | 0 |
| 34 | Computer Architecture | 1 | 0 | 1 | 0 | 0 | 0 |
| 35 | An Introduction to Artificial Intelligence | 3 | 0 | 0 | 0 | 0 | 3 |
| 36 | Data Analytics with Python | 4 | 0 | 1 | 1 | 2 | 0 |
| 37 | Advanced Computer Architecture | 3 | 0 | 0 | 0 | 1 | 2 |
| 38 | Machine Learning, ML | 2 | 0 | 1 | 0 | 0 | 1 |
| 39 | Medicinal Chemistry | 1 | 0 | 1 | 0 | 0 | 0 |
| 40 | Fundamentals of Spectroscopy | 1 | 0 | 0 | 0 | 1 | 0 |
| 41 | Innovation by Design | 1 | 0 | 0 | 0 | 1 | 0 |
| 42 | Recent Advances in Transmission Insulators | 2 | 0 | 2 | 0 | 0 | 0 |
| 43 | Analog Circuits | 1 | 0 | 0 | 1 | 0 | 0 |
| 44 | CMOS Digital VLSI Design | 2 | 0 | 1 | 0 | 1 | 0 |
| 45 | Electrical Machines | 1 | 0 | 0 | 0 | 1 | 0 |
| 46 | Sensors and Actuators | 1 | 0 | 1 | 0 | 0 | 0 |
| 47 | Microprocessors and Interfacing | 1 | 0 | 1 | 0 | 0 | 0 |
| 48 | Electromagnetic Waves in Guided and Wireless Media | 9 | 0 | 0 | 0 | 5 | 4 |
| 49 | Basic Electronics | 1 | 0 | 0 | 0 | 1 | 0 |
| 50 | Introduction to Embedded System Design | 3 | 0 | 1 | 0 | 1 | 1 |
| 51 | Effective Engineering Teaching in Practice | 7 | 0 | 6 | 1 | 0 | 0 |
| 52 | Roadmap for patent creation | 2 | 0 | 1 | 1 | 0 | 0 |
| 53 | Fuzzy Logic and Neural Networks | 1 | 0 | 1 | 0 | 0 | 0 |
| 54 | NBA Accreditation and Teaching - Learning in Engineering (NATE) | 1 | 0 | 1 | 0 | 0 | 0 |
| 55 | Qualitative Research Methods and Research Writing | 1 | 0 | 1 | 0 | 0 | 0 |
| 56 | Enhancing Soft Skills and Personality | 12 | 0 | 6 | 2 | 2 | 2 |
| 57 | Emotional Intelligence | 4 | 0 | 3 | 1 | 0 | 0 |
| 58 | Soft Skill Development | 2 | 0 | 1 | 0 | 1 | 0 |
| 59 | Intellectual Property | 5 | 0 | 0 | 0 | 5 | 0 |
| 60 | Patent Drafting for Beginners | 2 | 0 | 2 | 0 | 0 | 0 |
| 61 | English Language for Competitive Exams | 1 | 0 | 0 | 0 | 1 | 0 |
| 62 | German - I | 2 | 0 | 1 | 0 | 1 | 0 |
| 63 | Literature and Coping Skills | 1 | 0 | 0 | 1 | 0 | 0 |
| 64 | Effective Writing | 2 | 0 | 0 | 2 | 0 | 0 |
| 65 | Indian Economy: Some Contemporary Perspectives | 1 | 0 | 1 | 0 | 0 | 0 |
| 66 | Introduction to probability and Statistics | 1 | 0 | 1 | 0 | 0 | 0 |
| 67 | Graph Theory | 1 | 0 | 0 | 1 | 0 | 0 |
| 68 | Multivariable Calculus | 1 | 0 | 0 | 0 | 1 | 0 |
| 69 | Transform Calculus and its applications in Differential Equations | 2 | 0 | 0 | 2 | 0 | 0 |
| 70 | Advanced Probability Theory | 2 | 0 | 1 | 0 | 1 | 0 |
| 71 | Computational Mathematics with SageMath | 2 | 0 | 2 | 0 | 0 | 0 |
| 72 | Descriptive Statistics with R Software | 3 | 0 | 3 | 0 | 0 | 0 |
| 73 | Inspection and Quality Control in Manufacturing | 11 | 0 | 4 | 6 | 1 | 0 |
| 74 | Convective Heat Transfer | 1 | 0 | 1 | 0 | 0 | 0 |
| 75 | Mechatronics | 1 | 0 | 0 | 0 | 0 | 1 |
| 76 | Design Practice | 1 | 0 | 0 | 1 | 0 | 0 |
| 77 | Design Thinking - A Primer | 3 | 1 | 0 | 1 | 0 | 1 |
| 78 | Global Marketing Management | 1 | 0 | 0 | 1 | 0 | 0 |
| 79 | Consumer Behaviour | 2 | 0 | 1 | 1 | 0 | 0 |
| 80 | Behavioral and Personal Finance | 2 | 0 | 0 | 0 | 2 | 0 |
| 81 | Optical Sensors | 1 | 0 | 0 | 0 | 1 | 0 |
