| 1 | Aircraft Stability and Control | 1 | 0 | 0 | 1 | 0 | 0 |
| 2 | Sustainable Architecture | 1 | 0 | 0 | 1 | 0 | 0 |
| 3 | Role of Craft and Technology in Interior - Architecture | 4 | 1 | 0 | 2 | 0 | 1 |
| 4 | Urban governance and Development Management (UGDM) | 1 | 1 | 0 | 0 | 0 | 0 |
| 5 | Disaster Recovery And Build Back Better | 2 | 2 | 0 | 0 | 0 | 0 |
| 6 | Housing Policy & Planning | 2 | 0 | 1 | 1 | 0 | 0 |
| 7 | Visual Communication Design for Digital Media | 5 | 1 | 0 | 4 | 0 | 0 |
| 8 | Principles and applications of building science | 3 | 2 | 1 | 0 | 0 | 0 |
| 9 | Bioengineering : An Interface with Biology and Medicine | 1 | 0 | 0 | 1 | 0 | 0 |
| 10 | Principles and Applications of NMR Spectroscopy | 1 | 0 | 1 | 0 | 0 | 0 |
| 11 | Computer Aided Drug Design | 2 | 0 | 1 | 1 | 0 | 0 |
| 12 | Drug Delivery: Principles and Engineering | 4 | 0 | 0 | 3 | 1 | 0 |
| 13 | Biomedical nanotechnology | 1 | 1 | 0 | 0 | 0 | 0 |
| 14 | Genetic Engineering: Theory And Application | 2 | 1 | 0 | 1 | 0 | 0 |
| 15 | Introduction to Developmental Biology | 1 | 0 | 0 | 0 | 0 | 1 |
| 16 | Plant Developmental Biology | 2 | 0 | 0 | 2 | 0 | 0 |
| 17 | Fundamentals of micro and nanofabrication | 3 | 0 | 1 | 2 | 0 | 0 |
| 18 | Nanotechnology in Agriculture | 1 | 0 | 0 | 1 | 0 | 0 |
| 19 | Characterization of Construction Materials | 1 | 0 | 0 | 0 | 1 | 0 |
| 20 | Mechanical Characterization of Bituminous Materials | 1 | 0 | 0 | 1 | 0 | 0 |
| 21 | Digital Land Surveying And Mapping (DLS&M) | 1 | 0 | 0 | 0 | 1 | 0 |
| 22 | Geo Spatial Analysis in Urban Planning | 1 | 0 | 1 | 0 | 0 | 0 |
| 23 | Theory of Elasticity | 1 | 0 | 0 | 1 | 0 | 0 |
| 24 | Advanced Concrete Technology | 1 | 0 | 0 | 0 | 1 | 0 |
| 25 | Environmental Chemistry | 1 | 0 | 0 | 0 | 1 | 0 |
| 26 | Colloids and Surfaces | 1 | 0 | 1 | 0 | 0 | 0 |
| 27 | Technologies For Clean And Renewable Energy Production | 1 | 0 | 1 | 0 | 0 | 0 |
| 28 | Chemical Process Safety | 1 | 1 | 0 | 0 | 0 | 0 |
| 29 | Polymers: concepts, properties, uses and sustainability | 1 | 0 | 0 | 1 | 0 | 0 |
| 30 | Deep Learning | 1 | 0 | 0 | 1 | 0 | 0 |
| 31 | Computer Networks and Internet Protocol | 1 | 0 | 0 | 0 | 1 | 0 |
| 32 | Deep Learning - Part 1(IIT Ropar) | 2 | 2 | 0 | 0 | 0 | 0 |
| 33 | Programming in C++ | 1 | 0 | 0 | 1 | 0 | 0 |
| 34 | Programming in Java | 1 | 0 | 0 | 1 | 0 | 0 |
| 35 | Object Oriented Analysis and Design | 3 | 0 | 1 | 2 | 0 | 0 |
| 36 | Data Base Management System | 6 | 1 | 0 | 4 | 1 | 0 |
| 37 | Deep Learning | 3 | 0 | 1 | 2 | 0 | 0 |
| 38 | Hardware modeling using verilog | 1 | 0 | 1 | 0 | 0 | 0 |
| 39 | Computer architecture and organization | 1 | 0 | 0 | 1 | 0 | 0 |
| 40 | Introduction to internet of things | 4 | 0 | 0 | 2 | 2 | 0 |
| 41 | Software Engineering | 1 | 0 | 0 | 1 | 0 | 0 |
| 42 | Programming, Data Structures And Algorithms Using Python | 15 | 6 | 1 | 7 | 0 | 1 |
| 43 | Design and analysis of algorithms | 13 | 0 | 3 | 6 | 3 | 1 |
| 44 | Data Science for Engineers | 3 | 0 | 2 | 1 | 0 | 0 |
| 45 | Introduction to Machine Learning | 19 | 0 | 5 | 11 | 1 | 2 |
| 46 | Reinforcement Learning | 1 | 0 | 1 | 0 | 0 | 0 |
| 47 | Introduction to Operating Systems | 1 | 0 | 0 | 0 | 1 | 0 |
| 48 | Python for Data Science | 1 | 0 | 1 | 0 | 0 | 0 |
| 49 | Discrete Mathematics | 1 | 0 | 0 | 1 | 0 | 0 |
| 50 | The Joy of Computing using Python | 2 | 0 | 0 | 2 | 0 | 0 |
| 51 | Data Structure and Algorithms using Java | 1 | 0 | 0 | 0 | 0 | 1 |
| 52 | Applied Natural Language Processing | 1 | 0 | 1 | 0 | 0 | 0 |
| 53 | Computer Graphics | 1 | 0 | 0 | 1 | 0 | 0 |
| 54 | Introduction to Algorithms and Analysis | 84 | 49 | 5 | 29 | 1 | 0 |
| 55 | Practical Machine Learning with Tensorflow | 2 | 0 | 0 | 2 | 0 | 0 |
| 56 | Co-Ordination Chemistry (Chemistry of Transition Elements) | 1 | 0 | 0 | 1 | 0 | 0 |
| 57 | System design for sustainability | 1 | 0 | 0 | 1 | 0 | 0 |
| 58 | Design, Technology and Innovation | 1 | 0 | 1 | 0 | 0 | 0 |
| 59 | Introduction to Smart Grid | 2 | 0 | 0 | 2 | 0 | 0 |
| 60 | Power System Protection | 1 | 0 | 0 | 1 | 0 | 0 |
| 61 | Deep Learning for Visual Computing | 2 | 1 | 0 | 1 | 0 | 0 |
| 62 | Digital Image Processing | 1 | 0 | 0 | 1 | 0 | 0 |
| 63 | Basics of software defined Radios and Practical Applications | 2 | 0 | 1 | 1 | 0 | 0 |
| 64 | Information Theory | 1 | 0 | 1 | 0 | 0 | 0 |
| 65 | Power Electronics | 1 | 0 | 1 | 0 | 0 | 0 |
| 66 | Introduction to Embedded System Design | 1 | 0 | 1 | 0 | 0 | 0 |
| 67 | Fundamentals of Electric vehicles: Technology & Economics | 2 | 0 | 1 | 1 | 0 | 0 |
| 68 | Effective Engineering Teaching In Practice | 1 | 0 | 1 | 0 | 0 | 0 |
| 69 | NBA Accreditation and Teaching - Learning in Engineering (NATE) | 1 | 0 | 1 | 0 | 0 | 0 |
| 70 | Ecology and Environment | 1 | 0 | 0 | 1 | 0 | 0 |
| 71 | Effective Writing | 1 | 0 | 1 | 0 | 0 | 0 |
| 72 | Introduction to Cultural Studies | 3 | 0 | 1 | 0 | 2 | 0 |
| 73 | Human Behaviour | 1 | 0 | 0 | 1 | 0 | 0 |
| 74 | Introduction to Political Ideologies : Contexts, Ideas, and Practices | 1 | 0 | 0 | 0 | 0 | 1 |
| 75 | Developing Soft Skills and Personality | 1 | 1 | 0 | 0 | 0 | 0 |
| 76 | Soft skills | 1 | 0 | 0 | 0 | 0 | 1 |
| 77 | Text, Textuality and Digital Media | 1 | 0 | 1 | 0 | 0 | 0 |
| 78 | Classical Sociological Theory | 1 | 0 | 0 | 1 | 0 | 0 |
| 79 | Ecology and Society | 1 | 0 | 0 | 0 | 0 | 1 |
| 80 | Science, Technology and Society | 1 | 0 | 0 | 1 | 0 | 0 |
| 81 | German - I | 3 | 0 | 1 | 2 | 0 | 0 |
| 82 | Introduction to Abstract Group Theory | 1 | 0 | 0 | 0 | 1 | 0 |
| 83 | Regression Analysis | 1 | 1 | 0 | 0 | 0 | 0 |
| 84 | Essential Mathematics for Machine Learning | 2 | 1 | 0 | 1 | 0 | 0 |
| 85 | Mathematical Portfolio Theory | 1 | 0 | 0 | 1 | 0 | 0 |
| 86 | Scientific Computing using Matlab | 1 | 0 | 0 | 1 | 0 | 0 |
| 87 | Dynamical System and Control | 1 | 0 | 1 | 0 | 0 | 0 |
| 88 | Introduction to Fuzzy Set Theory, Arithmetic and Logic | 1 | 0 | 1 | 0 | 0 | 0 |
| 89 | Mathematical Finance | 17 | 1 | 3 | 12 | 0 | 1 |
| 90 | Processing of Polymers and Polymer Composites | 1 | 1 | 0 | 0 | 0 | 0 |
| 91 | Financial Mathematics | 1 | 1 | 0 | 0 | 0 | 0 |
| 92 | Mechanical Measurement Systems | 1 | 0 | 0 | 0 | 1 | 0 |
| 93 | Finite Element Method: Variational Methods to Computer Programming | 1 | 0 | 1 | 0 | 0 | 0 |
| 94 | Advances in welding and joining technologies | 1 | 1 | 0 | 0 | 0 | 0 |
| 95 | Fundamentals of Surface Engineering: Mechanisms,Processes and Characterizations | 1 | 0 | 0 | 1 | 0 | 0 |
| 96 | Principles of Metal Forming Technology | 1 | 0 | 0 | 1 | 0 | 0 |
| 97 | Theory of Production Processes | 2 | 0 | 0 | 2 | 0 | 0 |
| 98 | Fundamentals Of Artificial Intelligence | 1 | 0 | 1 | 0 | 0 | 0 |
| 99 | Basics Of Finite Element Analysis-I | 3 | 3 | 0 | 0 | 0 | 0 |
| 100 | Financial Institutions and Markets | 2 | 0 | 1 | 0 | 1 | 0 |
| 101 | Engineering Econometrics | 1 | 0 | 0 | 1 | 0 | 0 |
| 102 | Soft Skills for Business Negotiations and Marketing Strategies | 2 | 1 | 0 | 1 | 0 | 0 |
| 103 | Financial Accounting - IITB | 1 | 0 | 0 | 1 | 0 | 0 |
| 104 | Principles of Management | 1 | 0 | 1 | 0 | 0 | 0 |
| 105 | Business Analytics & Text Mining Modeling Using Python | 1 | 0 | 0 | 1 | 0 | 0 |
| 106 | Advanced Materials and Processes | 1 | 0 | 0 | 1 | 0 | 0 |
| 107 | Quantum Mechanics I | 1 | 0 | 1 | 0 | 0 | 0 |
| 108 | Theoretical Mechanics | 3 | 0 | 2 | 1 | 0 | 0 |
| 109 | Nuclear and Particle Physics | 1 | 0 | 0 | 1 | 0 | 0 |
| 110 | Computational Physics | 1 | 0 | 1 | 0 | 0 | 0 |
