| 1 | Introduction to History of Architecture in India | 1 | 0 | 1 | 0 | 0 | 0 |
| 2 | BioInformatics: Algorithms and Applications | 4 | 0 | 2 | 1 | 1 | 0 |
| 3 | Biostatistics and Design of experiments | 1 | 0 | 0 | 0 | 1 | 0 |
| 4 | Medical Biomaterials | 1 | 0 | 0 | 0 | 0 | 1 |
| 5 | Interactomics : Basics & Applications | 1 | 0 | 0 | 0 | 1 | 0 |
| 6 | Computational Systems Biology | 2 | 0 | 0 | 0 | 1 | 1 |
| 7 | Aspects of Biochemical Engineering | 1 | 0 | 0 | 1 | 0 | 0 |
| 8 | Metabolic Engineering | 1 | 0 | 0 | 1 | 0 | 0 |
| 9 | Environmental Chemistry and Microbiology | 2 | 0 | 2 | 0 | 0 | 0 |
| 10 | Electronic Waste Management - Issues And Challenges | 3 | 1 | 0 | 0 | 2 | 0 |
| 11 | Plastic Waste Management | 2 | 0 | 1 | 1 | 0 | 0 |
| 12 | Geosynthetics and Reinforced Soil Structures | 1 | 0 | 1 | 0 | 0 | 0 |
| 13 | Geographic Information Systems | 1 | 0 | 0 | 1 | 0 | 0 |
| 14 | Maintenance and Repair of Concrete Structures | 1 | 0 | 0 | 1 | 0 | 0 |
| 15 | Water and waste water treatment | 1 | 0 | 0 | 0 | 1 | 0 |
| 16 | Environmental Remediation of Contaminated Sites | 1 | 0 | 0 | 0 | 1 | 0 |
| 17 | Waste to Energy Conversion | 1 | 0 | 0 | 1 | 0 | 0 |
| 18 | Advanced Thermodynamics and Molecular Simulations | 1 | 0 | 1 | 0 | 0 | 0 |
| 19 | Programming in Java | 1 | 0 | 1 | 0 | 0 | 0 |
| 20 | Deep Learning - IITKGP | 3 | 0 | 3 | 0 | 0 | 0 |
| 21 | Design and analysis of algorithms | 1 | 0 | 0 | 0 | 0 | 1 |
| 22 | Introduction to Machine Learning | 3 | 0 | 2 | 1 | 0 | 0 |
| 23 | Reinforcement Learning | 2 | 0 | 1 | 0 | 1 | 0 |
| 24 | Social Networks | 1 | 1 | 0 | 0 | 0 | 0 |
| 25 | The Joy of Computing using Python | 73 | 17 | 11 | 32 | 1 | 12 |
| 26 | Python for Data Science | 2 | 0 | 1 | 0 | 1 | 0 |
| 27 | Deep Learning - IIT Ropar | 1 | 0 | 0 | 1 | 0 | 0 |
| 28 | Foundations of Cryptography | 2 | 0 | 1 | 0 | 1 | 0 |
| 29 | Data Analytics with Python | 4 | 1 | 1 | 1 | 0 | 1 |
| 30 | Advanced Graph Theory | 1 | 1 | 0 | 0 | 0 | 0 |
| 31 | Introduction to Database Systems | 1 | 0 | 0 | 0 | 1 | 0 |
| 32 | Pericyclic Reactions and Organic Photochemistry | 2 | 0 | 0 | 2 | 0 | 0 |
| 33 | Essentials of Oxidation, Reduction and C-C Bond Formation. Application in Organic Synthesis | 2 | 0 | 1 | 0 | 1 | 0 |
| 34 | Fundamental of Power Electronics | 1 | 0 | 0 | 0 | 0 | 1 |
| 35 | Control engineering | 3 | 0 | 1 | 0 | 0 | 2 |
| 36 | Antennas | 4 | 0 | 2 | 1 | 0 | 1 |
| 37 | Evolution of Air Interface towards 5G | 5 | 3 | 0 | 2 | 0 | 0 |
| 38 | A Brief Introduction of Micro - Sensors | 1 | 0 | 0 | 1 | 0 | 0 |
| 39 | High Power Multilevel Converters - Analysis, design and operational issues | 1 | 0 | 1 | 0 | 0 | 0 |
| 40 | Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning | 5 | 3 | 0 | 2 | 0 | 0 |
| 41 | Probability Foundations for Electrical Engineers | 1 | 0 | 0 | 0 | 1 | 0 |
| 42 | Applied Linear Algebra | 1 | 0 | 0 | 1 | 0 | 0 |
| 43 | Electromagnetic Waves in Guided and Wireless Media | 2 | 0 | 1 | 0 | 1 | 0 |
| 44 | Electronics Equipment Integration and Prototype Building | 1 | 0 | 0 | 0 | 0 | 1 |
| 45 | Fuzzy Sets, Logic and Systems & Applications | 1 | 0 | 0 | 1 | 0 | 0 |
| 46 | Architectural Design of Digital Integrated Circuits | 1 | 0 | 0 | 1 | 0 | 0 |
| 47 | Non-Conventional Energy Resources | 4 | 0 | 2 | 0 | 1 | 1 |
| 48 | Entrepreneurship Essentials | 1 | 0 | 1 | 0 | 0 | 0 |
| 49 | Fuzzy Logic and Neural Networks | 3 | 2 | 0 | 1 | 0 | 0 |
| 50 | MATLAB Programming for Numerical Computation | 1 | 0 | 0 | 1 | 0 | 0 |
| 51 | Qualitative Research Methods and Research Writing | 1 | 0 | 0 | 0 | 1 | 0 |
| 52 | Introduction to Film studies | 1 | 0 | 0 | 1 | 0 | 0 |
| 53 | Feminism : Concepts and Theories | 1 | 0 | 1 | 0 | 0 | 0 |
| 54 | Introduction to probability and Statistics | 2 | 0 | 0 | 2 | 0 | 0 |
| 55 | Numerical Linear Algebra | 1 | 0 | 1 | 0 | 0 | 0 |
| 56 | Ordinary and Partial Differential Equations and Applications | 1 | 0 | 1 | 0 | 0 | 0 |
| 57 | Transform Calculus and its applications in Differential Equations | 1 | 1 | 0 | 0 | 0 | 0 |
| 58 | First Course on Partial Differential Equations - I | 1 | 0 | 0 | 1 | 0 | 0 |
| 59 | Statistical Inference | 1 | 0 | 0 | 0 | 0 | 1 |
| 60 | Laws of thermodynamics | 3 | 0 | 1 | 0 | 2 | 0 |
| 61 | Conduction and Convection Heat Transfer | 1 | 0 | 1 | 0 | 0 | 0 |
| 62 | Manufacturing Process Technology I & II | 4 | 0 | 2 | 1 | 1 | 0 |
| 63 | Elements of Solar Energy Conversion | 1 | 0 | 0 | 0 | 0 | 1 |
| 64 | Machining Science | 2 | 0 | 1 | 0 | 0 | 1 |
| 65 | Robotics and Control : Theory and Practice | 1 | 0 | 0 | 1 | 0 | 0 |
| 66 | Computer Integrated Manufacturing | 1 | 0 | 1 | 0 | 0 | 0 |
| 67 | Product Design and Manufacturing | 2 | 0 | 2 | 0 | 0 | 0 |
| 68 | IC Engines and Gas Turbines | 4 | 0 | 3 | 0 | 1 | 0 |
| 69 | Financial Institutions and Markets | 1 | 0 | 1 | 0 | 0 | 0 |
| 70 | Six Sigma | 1 | 0 | 0 | 0 | 1 | 0 |
| 71 | Welding Processes | 2 | 0 | 0 | 2 | 0 | 0 |
| 72 | Surface Engineering of Nanomaterials | 1 | 0 | 0 | 1 | 0 | 0 |
| 73 | Material Characterization | 6 | 0 | 2 | 1 | 2 | 1 |
| 74 | Carbon Materials and Manufacturing | 1 | 0 | 0 | 0 | 0 | 1 |
