| 1 | Aircraft Maintenance | 2 | 0 | 0 | 0 | 2 | 0 |
| 2 | Building Materials and Composites | 49 | 0 | 5 | 1 | 23 | 20 |
| 3 | Human Molecular Genetics | 25 | 0 | 16 | 1 | 7 | 1 |
| 4 | Introductory Mathematical Methods for Biologists | 3 | 1 | 0 | 2 | 0 | 0 |
| 5 | Biomicrofluidics | 3 | 0 | 2 | 0 | 1 | 0 |
| 6 | Computer Aided Drug Design | 4 | 0 | 0 | 0 | 0 | 4 |
| 7 | Principles Of Downstream Techniques In Bioprocess | 1 | 0 | 0 | 0 | 0 | 1 |
| 8 | Biomedical nanotechnology | 13 | 0 | 6 | 2 | 4 | 1 |
| 9 | Transport Phenomena in Biological Systems | 1 | 0 | 0 | 0 | 1 | 0 |
| 10 | Experimental Biotechnology | 8 | 0 | 3 | 0 | 3 | 2 |
| 11 | Tissue engineering | 4 | 0 | 3 | 1 | 0 | 0 |
| 12 | Plant Developmental Biology | 37 | 0 | 11 | 3 | 17 | 6 |
| 13 | Immunology | 2 | 0 | 1 | 0 | 1 | 0 |
| 14 | Modern Construction Materials | 47 | 0 | 14 | 0 | 15 | 18 |
| 15 | Landscape Architecture and Site Planning - Basic Fundamentals | 1 | 0 | 0 | 0 | 0 | 1 |
| 16 | Architectural Conservation and Historic Preservation | 1 | 0 | 0 | 0 | 0 | 1 |
| 17 | Earthquake Geology:A Tool for Seismic Hazard Assessment | 1 | 0 | 0 | 0 | 1 | 0 |
| 18 | Geotechnical Engineering - 1 | 18 | 0 | 0 | 0 | 2 | 16 |
| 19 | Maintenance and Repair of Concrete Structures | 14 | 0 | 4 | 2 | 4 | 4 |
| 20 | Earth Sciences For Civil Engineering Part - I & II | 12 | 0 | 1 | 0 | 6 | 5 |
| 21 | Structural Analysis-I | 1 | 0 | 1 | 0 | 0 | 0 |
| 22 | Integrated Waste Management for a Smart City | 9 | 0 | 0 | 1 | 3 | 5 |
| 23 | Advanced Concrete Technology | 1 | 0 | 0 | 0 | 0 | 1 |
| 24 | Mechanics Of Materials | 1 | 0 | 0 | 0 | 0 | 1 |
| 25 | Municipal Solid Waste Management | 53 | 0 | 3 | 0 | 12 | 38 |
| 26 | Fluid Mechanics | 11 | 0 | 0 | 1 | 1 | 9 |
| 27 | Heat Transfer | 16 | 0 | 1 | 0 | 4 | 11 |
| 28 | Chemical Process Safety | 1 | 0 | 0 | 1 | 0 | 0 |
| 29 | Data Mining | 1 | 0 | 0 | 1 | 0 | 0 |
| 30 | Embedded System Design with ARM | 1 | 0 | 1 | 0 | 0 | 0 |
| 31 | Cryptography and Network Security | 1 | 1 | 0 | 0 | 0 | 0 |
| 32 | Artificial Intelligence : Knowledge Representation And Reasoning | 1 | 0 | 0 | 0 | 0 | 1 |
| 33 | Privacy and Security in Online Social Media | 5 | 0 | 2 | 1 | 2 | 0 |
| 34 | Data Analytics with Python | 2 | 0 | 0 | 0 | 0 | 2 |
| 35 | Deep Learning - Part 1(IIT Ropar) | 1 | 0 | 0 | 1 | 0 | 0 |
| 36 | Problem Solving through Programming in C | 85 | 0 | 18 | 6 | 3 | 58 |
| 37 | Programming in C++ | 8 | 0 | 0 | 0 | 0 | 8 |
| 38 | Programming in Java | 29 | 1 | 7 | 12 | 1 | 8 |
| 39 | Data Base Management System | 4 | 0 | 0 | 0 | 2 | 2 |
| 40 | Scalable Data Science | 1 | 0 | 1 | 0 | 0 | 0 |
| 41 | Deep Learning | 1 | 0 | 0 | 1 | 0 | 0 |
| 42 | Cloud computing | 50 | 0 | 14 | 1 | 23 | 12 |
| 43 | Introduction to internet of things | 46 | 0 | 11 | 2 | 15 | 18 |
| 44 | Introduction to Industry 4.0 and Industrial Internet of Things | 2 | 0 | 1 | 1 | 0 | 0 |
| 45 | Programming, Data Structures And Algorithms Using Python | 109 | 0 | 15 | 3 | 0 | 91 |
| 46 | Data Science for Engineers | 1 | 0 | 1 | 0 | 0 | 0 |
| 47 | Introduction to Machine Learning | 28 | 0 | 3 | 0 | 3 | 22 |
| 48 | Reinforcement Learning | 1 | 0 | 0 | 0 | 1 | 0 |
| 49 | Python for Data Science | 35 | 0 | 13 | 6 | 4 | 12 |
| 50 | The Joy of Computing using Python | 125 | 2 | 35 | 37 | 0 | 51 |
| 51 | Computer Graphics | 1 | 0 | 1 | 0 | 0 | 0 |
| 52 | Introduction to Programming in C | 18 | 0 | 2 | 0 | 1 | 15 |
| 53 | Big Data Computing | 1 | 0 | 0 | 1 | 0 | 0 |
| 54 | C Programming and Assembly Language | 1 | 0 | 0 | 0 | 0 | 1 |
| 55 | Practical Machine Learning with Tensorflow | 10 | 0 | 0 | 0 | 1 | 9 |
| 56 | Google Cloud Computing Foundations | 16 | 0 | 1 | 0 | 2 | 13 |
| 57 | Introductory Organic Chemistry I | 1 | 0 | 1 | 0 | 0 | 0 |
| 58 | Product Design and Innovation | 1 | 1 | 0 | 0 | 0 | 0 |
| 59 | Innovation by Design | 1 | 0 | 0 | 1 | 0 | 0 |
| 60 | Functional and Conceptual Design | 4 | 0 | 0 | 0 | 0 | 4 |
| 61 | Digital IC Design | 6 | 0 | 0 | 0 | 0 | 6 |
| 62 | Principles of Signals and Systems | 30 | 1 | 3 | 0 | 9 | 17 |
| 63 | Fundamentals of MIMO Wireless Communication | 1 | 0 | 0 | 1 | 0 | 0 |
| 64 | Electrical Machines - II | 2 | 0 | 0 | 0 | 1 | 1 |
| 65 | Microprocessors and Microcontrollers | 8 | 0 | 4 | 0 | 3 | 1 |
| 66 | Analog Electronic Circuits | 1 | 0 | 1 | 0 | 0 | 0 |
| 67 | Network Analysis | 30 | 0 | 0 | 0 | 0 | 30 |
| 68 | Applied Optimization for Wireless, Machine Learning, Big Data | 1 | 0 | 0 | 1 | 0 | 0 |
| 69 | Electrical Machines - I | 59 | 0 | 0 | 2 | 23 | 34 |
| 70 | Control engineering | 19 | 0 | 0 | 0 | 0 | 19 |
| 71 | Basic Electrical Circuits | 11 | 0 | 0 | 0 | 0 | 11 |
| 72 | Introduction to Smart Grid | 1 | 0 | 0 | 0 | 1 | 0 |
| 73 | Advances in UHV Transmission and Distribution | 1 | 0 | 1 | 0 | 0 | 0 |
| 74 | Fundamentals of Electrical Engineering | 41 | 0 | 0 | 1 | 5 | 35 |
| 75 | Analog communication | 1 | 0 | 0 | 0 | 1 | 0 |
| 76 | Digital Circuits | 62 | 0 | 15 | 0 | 19 | 28 |
| 77 | Digital Image Processing | 3 | 0 | 0 | 2 | 1 | 0 |
| 78 | Digital VLSI Testing | 1 | 0 | 0 | 0 | 0 | 1 |
| 79 | DC Microgrid and Control System | 3 | 1 | 0 | 2 | 0 | 0 |
| 80 | Applied Electromagnetics For Engineers | 1 | 0 | 0 | 0 | 0 | 1 |
| 81 | An Introduction to Coding Theory | 2 | 0 | 0 | 0 | 1 | 1 |
| 82 | Introductory Neuroscience & Neuro-Instrumentation | 1 | 0 | 1 | 0 | 0 | 0 |
| 83 | Fuzzy Logic and Neural Networks | 1 | 0 | 0 | 1 | 0 | 0 |
| 84 | Ecology and Environment | 1 | 0 | 1 | 0 | 0 | 0 |
| 85 | Introduction to Research | 1 | 0 | 0 | 0 | 1 | 0 |
| 86 | Effective Writing | 1 | 0 | 0 | 1 | 0 | 0 |
| 87 | Enhancing Soft Skills and Personality | 10 | 0 | 4 | 5 | 1 | 0 |
| 88 | Soft Skill Development | 4 | 0 | 2 | 0 | 0 | 2 |
| 89 | Patent Drafting for Beginners | 2 | 0 | 2 | 0 | 0 | 0 |
| 90 | Patent Law for Engineers and Scientists | 1 | 0 | 1 | 0 | 0 | 0 |
| 91 | Technical English for Engineers | 1 | 0 | 0 | 1 | 0 | 0 |
| 92 | Soft skills | 8 | 0 | 3 | 2 | 3 | 0 |
| 93 | Body language: Key to professional Success | 2 | 1 | 0 | 1 | 0 | 0 |
| 94 | Patent Search for Engineers and Lawyers | 1 | 0 | 0 | 1 | 0 | 0 |
| 95 | A basic course in number theory | 1 | 0 | 0 | 0 | 0 | 1 |
| 96 | Laplace Transform | 2 | 1 | 0 | 1 | 0 | 0 |
| 97 | Introduction to R Software | 9 | 0 | 4 | 3 | 1 | 1 |
| 98 | Cell Culture Technologies | 31 | 0 | 18 | 3 | 8 | 2 |
| 99 | Power Plant Engineering | 115 | 0 | 21 | 0 | 37 | 57 |
| 100 | Metal Cutting and Machine Tools | 2 | 0 | 0 | 0 | 0 | 2 |
| 101 | Non Traditional Abrasive Machining ProcessesUltrasonic, Abrasive Jet and Abrasive Water Jet Machining | 30 | 0 | 7 | 0 | 12 | 11 |
| 102 | Conduction and Convection Heat Transfer | 4 | 0 | 0 | 0 | 1 | 3 |
| 103 | Kinematics of Mechanisms and Machines | 4 | 0 | 0 | 0 | 0 | 4 |
| 104 | Inspection and Quality Control in Manufacturing | 1 | 0 | 1 | 0 | 0 | 0 |
| 105 | Convective Heat Transfer | 1 | 0 | 0 | 0 | 0 | 1 |
| 106 | Mechanics of Machining | 68 | 0 | 0 | 0 | 1 | 67 |
| 107 | Computer Integrated Manufacturing | 14 | 0 | 4 | 0 | 4 | 6 |
| 108 | Manufacturing Systems Technology I & II | 99 | 0 | 25 | 1 | 38 | 35 |
| 109 | Concepts of Thermodynamics | 8 | 0 | 0 | 0 | 2 | 6 |
| 110 | Fundamentals of manufacturing processes | 43 | 0 | 8 | 0 | 14 | 21 |
| 111 | Work System Design | 4 | 0 | 0 | 3 | 0 | 1 |
| 112 | Advanced Machining Processes | 3 | 0 | 2 | 0 | 0 | 1 |
| 113 | Introduction to Composites | 3 | 0 | 2 | 1 | 0 | 0 |
| 114 | Services Marketing : Integrating People, Technology, Strategy | 2 | 0 | 0 | 0 | 1 | 1 |
| 115 | Managing Services | 1 | 0 | 0 | 1 | 0 | 0 |
| 116 | Ethics in Engineering Practice | 16 | 0 | 3 | 0 | 7 | 6 |
| 117 | Business Analytics & Data Mining Modeling Using R Part II | 1 | 1 | 0 | 0 | 0 | 0 |
| 118 | Marketing research and analysis | 1 | 0 | 1 | 0 | 0 | 0 |
| 119 | Customer Relationship Management | 47 | 1 | 18 | 15 | 11 | 2 |
| 120 | Principles of Management | 2 | 0 | 1 | 1 | 0 | 0 |
| 121 | Introduction to Marketing Essentials | 1 | 1 | 0 | 0 | 0 | 0 |
| 122 | Materials Science and Engineering | 67 | 0 | 2 | 0 | 16 | 49 |
