MS DATA SCIENCE
Course Curriculum
| Core Courses | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-871 | Machine Learning | 3+0 | 9,11 |  |
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| 2 | CS-807 | Statistical and Mathematical Methods for Data Science | 3+0 | 3,4,9 | |
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| 3 | CS-808 | Tools and Techniques for Data Science | 3+0 | 9 | |
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| Specialized Electives | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-825 | Information Retrieval | 3+0 | 9,11,12 | |
|
| 2 | CS-836 | Advanced Distributed Computing | 3+0 | 9 | ||
| 3 | CS-866 | Information Visualization | 3+0 | 9,13 | |
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| 4 | CS-878 | Deep Learning | 3+0 | 3,9,11 | |
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| 5 | CS-895 | Big Data Analytics | 3+0 | 8,9 | |
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| 6 | CS-875 | Natural Language Processing | 3+0 | 3,4,9,11 | |
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| General Electives | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-820 | Advanced Database Concepts | 3+0 | 9,12 | |
|
| 2 | CS-821 | Distributed Databases | 3+0 | 9,11 | ||
| 3 | CS-822 | Data Mining | 3+0 | 9,11 | |
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| 4 | CS-823 | Advance Topics In Databases | 3+0 | 9,12 | ||
| 5 | CS-833 | Cloud Computing | 3+0 | 9,11 | |
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| 6 | CS-834 | Scientific Computing | 3+0 | 3,4,9,11 | |
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| 7 | CS-853 | Formal Methods | 3+0 | 4,8,9 | ||
| 8 | CS-861 | Advanced Computer Graphics | 3+0 | 8,9 | |
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| 9 | CS-862 | Advanced Image Processing | 3+0 | 9,15 | |
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| 10 | CS-889 | Applied Artificial Intelligence | 3+0 | 9,11 | ||
| 11 | CS-864 | Scientific Visualization | 3+0 | 9,13 | |
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| 12 | CS-865 | Ubiquitous And Autonomic Computing | 3+0 | 9,11 | ||
| 13 | CS-867 | Computer Vision | 3+0 | 3,9 | |
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| 14 | CS-872 | Ontology Engineering | 3+0 | 9 | |
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| 15 | CS-882 | Advanced Information Security | 3+0 | 9,16 | |
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| 16 | CS-885 | Data Security & Privacy | 3+0 | 9,16 | ||
| 17 | STAT-901 | Advanced Probability & Statistics | 3+0 | 9 | ||
| 18 | CS-890 | Advanced Data Science | 3+0 | 9,11 | ||
| 19 | CS-897 | Advanced Topics in Computing | 3+0 | 9,15 | ||
| 20 | CS-893 | Advanced Computer Vision | 3+0 | 9 | ||
| 21 | CS-839 | Parallel and Distributed Simulation | 3+0 | 9,11 | ||
| 22 | CS-870 | Social Web Mining | 3+0 | 9 | ||
| 23 | CS-873 | Semantic Web | 3+0 | 9 | |
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| 24 | IT-863 | Internet of Things | 3+0 | 9,11 | |
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| 25 | CS-831 | Parallel Computing | 3+0 | 9 | ||
| 26 | CS-816 | Statistical Machine Learning | 3+0 | 9 | ||
| 27 | CS-838 | Geometric Deep Learning | 3+0 | 9 | ||
| 28 | CS-844 | Generative Deep Models | 3+0 | 9 | ||
| 29 | CS-827 | Applied Game Theory | 3+0 | 9 | |
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| 30 | CS-843 | Artificial Intelligence for Healthcare | 3+0 | 3 | |
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| 31 | CS-884 | Advanced Machine Learning | 3+0 | 9,11 | ||
| 32 | CS-818 | Large Language Models | 3+0 | |||
| Additional Courses | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 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 | ||
| 3 | HU-138 | Optimal Health and Wellness | 1+0 | |||
| MS Thesis | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-899 | MS Thesis | 0+6 | 4,9 | ||
| General Courses (Mandatory) | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | HU-131 | Understanding of Quran-I | 0+1 | |
||
| 2 | HU-132 | Understanding of Quran-II | 0+1 | Understanding of Quran-I | |
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| 3 | HU-136 | Introduction to World Religions (for Non-Muslims) | 2+0 | |||