| 1 | Introduction to Airbreathing Propulsion | 1 | 0 | 1 | 0 | 0 | 0 |
| 2 | Introduction to History of Architecture in India | 1 | 0 | 0 | 1 | 0 | 0 |
| 3 | Structure, Form, and Architecture : The Synergy | 1 | 0 | 1 | 0 | 0 | 0 |
| 4 | Introduction to Proteogenomics | 1 | 0 | 1 | 0 | 0 | 0 |
| 5 | Mechanical Characterization of Bituminous Materials | 2 | 0 | 0 | 0 | 0 | 2 |
| 6 | Modern Construction Materials | 71 | 0 | 48 | 10 | 9 | 4 |
| 7 | Energy Efficiency, Acoustics and Daylighting in Building | 1 | 0 | 0 | 0 | 1 | 0 |
| 8 | Fire Protection, Services and Maintenance Management of Building | 2 | 0 | 0 | 0 | 1 | 1 |
| 9 | Plastic Waste Management | 4 | 0 | 2 | 2 | 0 | 0 |
| 10 | Advanced Topics in the Science and Technology of Concrete | 2 | 0 | 1 | 0 | 1 | 0 |
| 11 | Applied Environmental Microbiology | 1 | 0 | 1 | 0 | 0 | 0 |
| 12 | Digital Land Surveying And Mapping (DLS&M) | 1 | 0 | 0 | 0 | 0 | 1 |
| 13 | Water Supply Engineering | 1 | 0 | 0 | 1 | 0 | 0 |
| 14 | Maintenance and Repair of Concrete Structures | 1 | 0 | 1 | 0 | 0 | 0 |
| 15 | Design of Reinforced Concrete Structures | 1 | 0 | 1 | 0 | 0 | 0 |
| 16 | Integrated Waste Management for a Smart City | 1 | 0 | 0 | 1 | 0 | 0 |
| 17 | Advanced Concrete Technology | 1 | 0 | 0 | 0 | 1 | 0 |
| 18 | Introduction to Multimodal Urban Transportation Systems (MUTS) | 1 | 0 | 1 | 0 | 0 | 0 |
| 19 | Deep Learning | 6 | 0 | 3 | 2 | 1 | 0 |
| 20 | Cryptography and Network Security | 4 | 0 | 1 | 3 | 0 | 0 |
| 21 | Computer Networks and Internet Protocol | 4 | 0 | 3 | 1 | 0 | 0 |
| 22 | Computer Architecture | 20 | 1 | 8 | 9 | 1 | 1 |
| 23 | Artificial Intelligence : Knowledge Representation And Reasoning | 1 | 0 | 0 | 0 | 0 | 1 |
| 24 | An Introduction to Artificial Intelligence | 2 | 0 | 1 | 0 | 0 | 1 |
| 25 | Data Analytics with Python | 63 | 2 | 29 | 27 | 3 | 2 |
| 26 | Deep Learning - Part 1(IIT Ropar) | 1 | 0 | 1 | 0 | 0 | 0 |
| 27 | Modern Application Development | 11 | 0 | 7 | 0 | 4 | 0 |
| 28 | Programming in Java | 5 | 2 | 1 | 2 | 0 | 0 |
| 29 | Deep Learning | 1 | 0 | 1 | 0 | 0 | 0 |
| 30 | Introduction to internet of things | 10 | 0 | 7 | 2 | 1 | 0 |
| 31 | Introduction to Industry 4.0 and Industrial Internet of Things | 1 | 0 | 0 | 1 | 0 | 0 |
| 32 | Data Science for Engineers | 1 | 0 | 1 | 0 | 0 | 0 |
| 33 | Introduction to Machine Learning | 32 | 0 | 11 | 9 | 8 | 4 |
| 34 | Social Networks | 1 | 0 | 1 | 0 | 0 | 0 |
| 35 | The Joy of Computing using Python | 117 | 34 | 8 | 69 | 0 | 6 |
| 36 | Essentials of Biomolecules : Nucleic Acids and Peptides | 1 | 0 | 1 | 0 | 0 | 0 |
| 37 | Advanced Chemical Thermodynamics and Kinetics | 1 | 0 | 1 | 0 | 0 | 0 |
| 38 | Biochemistry | 2 | 0 | 0 | 2 | 0 | 0 |
| 39 | Application of Spectroscopic Methods in Molecular Structure Determination | 1 | 0 | 0 | 0 | 0 | 1 |
| 40 | High Power Multilevel Converters- Analysis, Design and Operational Issues | 1 | 0 | 0 | 1 | 0 | 0 |
| 41 | Fuzzy Sets, Logic and Systems & Applications | 2 | 2 | 0 | 0 | 0 | 0 |
| 42 | Transmission Lines and Electromagnetic Waves | 2 | 0 | 0 | 0 | 1 | 1 |
| 43 | DC Power Transmission Systems | 2 | 0 | 1 | 0 | 0 | 1 |
| 44 | Integrated Circuits, MOSFETs, OP-Amps and Their Applications | 1 | 0 | 0 | 1 | 0 | 0 |
| 45 | Principles of Signals and Systems | 1 | 0 | 1 | 0 | 0 | 0 |
| 46 | Antennas | 2 | 0 | 1 | 1 | 0 | 0 |
| 47 | Introduction to Photonics | 1 | 0 | 0 | 0 | 0 | 1 |
| 48 | Biomedical Signal Processing | 2 | 0 | 2 | 0 | 0 | 0 |
| 49 | Statistical Signal Processing | 2 | 0 | 1 | 0 | 1 | 0 |
| 50 | Principles of Signal Estimation for MIMO/ OFDM Wireless Communication | 1 | 0 | 0 | 0 | 1 | 0 |
| 51 | Control engineering | 1 | 0 | 0 | 1 | 0 | 0 |
| 52 | Millimeter Wave Technology | 1 | 0 | 0 | 0 | 0 | 1 |
| 53 | Digital Image Processing | 4 | 0 | 0 | 4 | 0 | 0 |
| 54 | Introductory Neuroscience & Neuro-Instrumentation | 2 | 0 | 2 | 0 | 0 | 0 |
| 55 | Qualitative Research Methods and Research Writing | 1 | 0 | 1 | 0 | 0 | 0 |
| 56 | Non-Conventional Energy Resources | 5 | 0 | 0 | 3 | 1 | 1 |
| 57 | Introduction to Research | 4 | 0 | 0 | 2 | 2 | 0 |
| 58 | Mathematical Modeling Of Manufacturing Processes | 3 | 0 | 0 | 3 | 0 | 0 |
| 59 | Numerical Linear Algebra | 1 | 0 | 0 | 0 | 1 | 0 |
| 60 | Scientific Computing using Matlab | 1 | 0 | 0 | 1 | 0 | 0 |
| 61 | Introduction to R Software | 1 | 0 | 0 | 1 | 0 | 0 |
| 62 | Computational Fluid Dynamics for Incompressible Flows | 1 | 0 | 0 | 0 | 0 | 1 |
| 63 | Applied Ergonomics | 1 | 0 | 0 | 1 | 0 | 0 |
| 64 | Product Design and Manufacturing | 17 | 2 | 4 | 10 | 1 | 0 |
| 65 | Manufacturing Process Technology I & II | 2 | 0 | 1 | 0 | 0 | 1 |
| 66 | Conduction and Convection Heat Transfer | 1 | 0 | 0 | 0 | 0 | 1 |
| 67 | Automatic Control | 1 | 0 | 1 | 0 | 0 | 0 |
| 68 | Failure Analysis and Prevention | 1 | 0 | 0 | 0 | 0 | 1 |
| 69 | Diffusion in Multicomponent Solids | 1 | 0 | 0 | 0 | 0 | 1 |
| 70 | Financial Mathematics | 27 | 1 | 8 | 11 | 3 | 4 |
| 71 | Fundamentals of Nuclear Power Generation | 6 | 0 | 2 | 1 | 1 | 2 |
| 72 | IC Engines and Gas Turbines | 1 | 0 | 0 | 1 | 0 | 0 |
| 73 | Principles of Industrial Engineering | 1 | 0 | 0 | 0 | 0 | 1 |
| 74 | Computer Integrated Manufacturing | 18 | 0 | 9 | 6 | 3 | 0 |
| 75 | Concepts of Thermodynamics | 1 | 0 | 1 | 0 | 0 | 0 |
| 76 | Heat Exchangers: Fundamentals and Design Analysis | 2 | 0 | 1 | 1 | 0 | 0 |
| 77 | Finite Element Method: Variational Methods to Computer Programming | 1 | 0 | 0 | 1 | 0 | 0 |
| 78 | Advances in welding and joining technologies | 1 | 1 | 0 | 0 | 0 | 0 |
| 79 | Fundamentals of manufacturing processes | 3 | 2 | 0 | 1 | 0 | 0 |
| 80 | Fundamentals of Surface Engineering: Mechanisms,Processes and Characterizations | 2 | 0 | 0 | 2 | 0 | 0 |
| 81 | Principles of Metal Forming Technology | 2 | 0 | 0 | 2 | 0 | 0 |
| 82 | Computational Continuum Mechanics | 1 | 0 | 1 | 0 | 0 | 0 |
| 83 | Business analytics and Data Mining Modeling using R | 1 | 0 | 0 | 1 | 0 | 0 |
| 84 | Infrastructure Planning and Managements | 1 | 0 | 0 | 0 | 1 | 0 |
| 85 | Marketing research and analysis | 1 | 0 | 1 | 0 | 0 | 0 |
| 86 | Marketing Management-I | 2 | 0 | 1 | 1 | 0 | 0 |
| 87 | Energy conservation and waste heat recovery | 1 | 0 | 1 | 0 | 0 | 0 |
| 88 | Solar Energy Engineering and Technology | 1 | 1 | 0 | 0 | 0 | 0 |
