MS ARTIFICIAL INTELLIGENCE
Course Curriculum
| Core Courses | ||||||
|---|---|---|---|---|---|---|
| Sr.No | Course Code | Subjects | Credit Hours | Related SDG | Pre Requisite | Course Content |
| 1 | CS-871 | Machine Learning | 3+0 | 9,11 | ||
| 2 | CS-860 | Artificial Intelligence | 3+0 | 9 | ||
| 3 | Math-810 | Mathematical Methods for Artificial Intelligence | 3+0 | 9 | ||
| Elective Courses | ||||||
|---|---|---|---|---|---|---|
| Sr.No | Course Code | Subjects | Credit Hours | Related SDG | Pre Requisite | Course Content |
| 1 | CS-822 | Data Mining | 3+0 | 9,11 | ||
| 2 | CS-825 | Information Retrieval | 3+0 | 9,11,12 | ||
| 3 | CS-862 | Advanced Image Processing | 3+0 | 9,15 | ||
| 4 | CS-867 | Computer Vision | 3+0 | 3,9 | ||
| 5 | EE-932 | Speech Processing | 3+0 | 9,11 | ||
| 6 | EM-840 | Data Acquisition and Control | 3+0 | 9 | ||
| 7 | RIME-914 | Robot Motion Planning | 3+0 | 4,9 | ||
| 8 | SE-802 | Pattern Recognition | 3+0 | 3,9 | ||
| 9 | SE-805 | Advance Artificial Intelligence | 3+0 | 4,9,11 | ||
| 10 | STAT-901 | Advanced Probability & Statistics | 3+0 | 9 | ||
| 11 | RIME-814 | Rehabilitation and Assistive Robotics | 3+0 | 3,4,9 | ||
| 12 | CS-878 | Deep Learning | 3+0 | 3,9,11 | ||
| 13 | CS-897 | Advanced Topics in Computing | 3+0 | 9,15 | ||
| 14 | CS-893 | Advanced Computer Vision | 3+0 | 9 | ||
| 15 | CS-873 | Semantic Web | 3+0 | 9 | ||
| 16 | RIME-817 | Bio Robotics | 3+0 | 3,4,9,15 | ||
| 17 | AI-812 | Probabilistic Graphical Models | 3+0 | 9 | ||
| 18 | AI-814 | Knowledge Representation and Reasoning | 3+0 | 9 | ||
| 19 | SE-801 | Neural Networks | 3+0 | 9 | ||
| 20 | RIME-836 | Probabilistic Robotics | 3+0 | 9 | ||
| 21 | RIME-843 | Sensors and Sensing | 3+0 | 4,9 | ||
| 22 | RIME-835 | Human Robot Interaction | 3+0 | 3,4,9 | ||
| 23 | RIME-837 | Simultaneous Localization and Mapping | 3+0 | 4,9 | ||
| 24 | AI-831 | Intelligent Systems | 3+0 | 9 | ||
| 25 | AI-832 | Reinforcement Learning | 3+0 | 3,4,9,11 | ||
| 26 | RIME-813 | Robotic Grasping and Fixturing | 3+0 | 9 | ||
| 27 | EE-831 | Advanced Signal Processing | 3+0 | 9 | ||
| 28 | SE-838 | Modelling and Simulation | 3+0 | 9 | ||
| 29 | AI-853 | Advanced Programming in Python | 3+0 | 4,9 | ||
| 30 | AI-854 | Data Analysis and Visualization | 3+0 | 3,4,9 | ||
| 31 | AI-855 | Cyber Security | 3+0 | 9,11,16 | ||
| 32 | IT-863 | Internet of Things | 3+0 | 9,11 | ||
| 33 | AI-828 | Complex Adaptive Systems | 3+0 | 9 | ||
| 34 | AI-819 | Text Analytics | 3+0 | 9 | ||
| 35 | AI-846 | Computational Creativity | 3+0 | 9 | ||
| 36 | AI-837 | Intelligent Transportation Systems | 3+0 | 11 | ||
| 37 | AI-829 | Social Simulations | 3+0 | 9 | ||
| 38 | AI-838 | Serious Games | 3+0 | 9 | ||
| 39 | AI-856 | Ethical Machines | 3+0 | 9 | ||
| 40 | AI-917 | Evolutionary Algorithms | 3+0 | 9 | ||
| 41 | CS-816 | Statistical Machine Learning | 3+0 | 9 | ||
| 42 | CS-838 | Geometric Deep Learning | 3+0 | 9 | ||
| 43 | CS-844 | Generative Deep Models | 3+0 | 9 | ||
| 44 | CS-827 | Applied Game Theory | 3+0 | 9 | ||
| 45 | CS-843 | Artificial Intelligence for Healthcare | 3+0 | 3 | ||
| 46 | CS-875 | Natural Language Processing | 3+0 | 3,4,9,11 | ||
| 47 | CS-895 | Big Data Analytics | 3+0 | 4,9 | ||
| 48 | CS-891 | Multi-Agent Systems | 3+0 | 8,9 | ||
| Additional Courses | ||||||
|---|---|---|---|---|---|---|
| Sr.No | Course Code | Subjects | Credit Hours | Related SDG | Pre Requisite | Course Content |
| 1 | RM-898 | Research Methodology | 2+0 | 4,6,8,9,11,13,16,17 | ||
| 2 | SEM/WKSP-897 | Seminar / Workshop | 1+0 | 4,5,9,11,16,17 | ||
| MS Thesis | ||||||
|---|---|---|---|---|---|---|
| Sr.No | Course Code | Subjects | Credit Hours | Related SDG | Pre Requisite | Course Content |
| 1 | AI-899 | MS Thesis | 0+6 | 9 | ||