BACHELOR OF SCIENCE IN DATA SCIENCE
Course Curriculum
| Semester-1 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-110 | Fundamentals of Computer Programming | 3+1 | 4,9 |  |
|
| 2 | MATH-101 | Calculus & Analytical Geometry | 3+0 | 4,8,9,16 | |
|
| 3 | MATH-161 | Discrete Mathematics | 3+0 | 4,9 | |
|
| 4 | HU-114 | Functional English | 3+0 | 4 | |
|
| 5 | CS-108 | Application of Information & Communication Technologies | 2+1 | 4 | |
|
| 6 | Total CHs | 14+2 | ||||
| Semester-2 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-220 | Database Systems | 3+1 | 4,9 | |
|
| 2 | CS-212 | Object Oriented Programming | 3+1 | 1,2,4, 9,16 | CS-114 Fundamental of Programming | |
| 3 | MATH-222 | Linear Algebra | 3+0 | 4 | MATH-101 | |
| 4 | MATH-234 | Multivariable Calculus | 3+0 | 4,9 | MATH-101 | |
| 5 | EE-223 | Digital Logic Design | 2+1 | 4 | |
|
| 6 | Total CHs | 14+3 | ||||
| Semester-3 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | MATH-361 | Probability & Statistics | 3+0 | 4,8,9,12,16 | |
|
| 2 | CS-353 | Information Security | 2+1 | 4,8,9 | |
|
| 3 | HU-101 | Islamic Studies | 2+0 | 4 , 16 | |
|
| 4 | CS-250 | Data Structures & Algorithms | 3+1 | 4,9 | CS-110 Fundamental of Programming | |
| 5 | CS-272 | Artificial Intelligence | 2+1 | 4 | |
|
| 6 | EE-347 | Computer Networks | 2+1 | 4 | |
|
| 7 | Total Chs | 14+4 | ||||
| Semester-4 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | DS-401 | Introduction to Data Science | 2+1 | 4 | ||
| 2 | PHY-102 | Applied Physics | 2+1 | 4,9,12,15 | |
|
| 3 | ENGL-104 | Expository Writing | 3+0 | 4 | HU-114 | |
| 4 | CS-234 | Computer Organization and Assembly Language | 2+1 | 4 | EE-223 | |
| 5 | STAT-222 | Advance Statistics | 2+1 | 4 | ||
| 6 | CS-3XX | DS Elective-I | 2+1 | |||
| 7 | Total CHs | 13+5 | ||||
| Semester-5 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | MGT-164 | Introduction To Management | 2+0 | 4,8,9 | |
|
| 2 | CS-333 | Operating Systems | 2+1 | 4 | |
|
| 3 | DS-311 | Data Mining | 2+1 | 4,9 | |
|
| 4 | CS-3XX | DS Elective-II | 2+1 | |||
| 5 | CS-3XX | DS Elective-III | 2+1 | |||
| 6 | CS-366 | Data Visualization | 2+1 | |||
| 7 | Total CHs | 12+5 | ||||
| Semester-6 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | SE-200 | Software Engineering | 3+0 | 4,9,11,12 | CS-212 Object Oriented Programming | |
| 2 | CS-347 | Parallel and Distributed Computing | 2+1 | 4,9 | |
|
| 3 | DS-312 | Data Warehousing and Business Intelligence | 2+1 | 4,9 | |
|
| 4 | CS-3XX | DS Elective-IV | 2+1 | |||
| 5 | CS-3XX | DS Elective-V | 2+1 | |||
| 6 | CS-3XX | DS Elective-VI | 2+1 | |||
| 7 | CHs | 13+5 | ||||
| Semester-7 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-251 | Design & Analysis of Algorithms | 3+0 | 4,9,11,12 | CS-250 | |
| 2 | HU-210 | Technical Writing | 3+0 | 4,8 | |
|
| 3 | MGT-271 | Entrepreneurship | 2+0 | 4,8,9 | |
|
| 4 | DS-498 | Final Year Project-1 | 0+2 | 1 to 17 | ||
| 5 | CS-XXX | DS Elective-VII | 2+1 | |||
| 6 | Total CHs | 10+3 | ||||
| Semester-8 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CCE-401 | Civic and Community Engagement | 1+1 | 4,11 | |
|
| 2 | HU-102 | Psychology | 3+0 | 3,4 | |
|
| 3 | HU-127 | Ideology and Constitution of Pakistan. | 2+0 | 1 to 17 | |
|
| 4 | HU-222 | Professional Ethics | 2+0 | 1,3,4,5,8,9,10,11,12,15,16,17 | |
|
| 5 | DS-499 | Final Year Project-II | 0+4 | 1 to 17 | DS-498 | |
| 6 | Total CHs | 8+5 | ||||
| Internship | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | DS-488 | Field Experience / Internship | 0+3 | |||
| 2 | Grand Total | 133 | ||||
| For Pre-Medical Students Only (Semester-1) | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | MATH-162 | Pre-Mathematics I (in lieu of MATH-161) | 3+0 | 4 | |
|
| 2 | MATH-163 | Pre-Mathematics-II | 3+0 | |
||
| For Pre-Medical Students Only (Semester-2) | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | MATH-101 | Calculus & Analytical Geometry | 3+0 | 4,8,9,16 | |
|
| 2 | MATH-161 | Discrete Mathematics | 3+0 | 4,9 | |
|
| For Pre-medical Students only (Summer Semester) | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | MATH-222 | Linear Algebra | 3+0 | 4 | MATH-101 | |
| 2 | MATH-234 | Multivariable Calculus | 3+0 | 4,9 | MATH-101 | |
| List of Electives CS-417 | ||||||
|---|---|---|---|---|---|---|
| No | Code | Title | Credit Hours | Related SDG | Pre Requisite | Contents |
| 1 | CS-321 | Advanced Database Systems | 3+0 | 9 | ||
| 2 | CS-352 | Theory of Automata and Formal Languages | 3+0 | 4,9 | |
|
| 3 | CS-470 | Machine Learning | 3+0 | 9,11,12 | ||
| 4 | CS-471 | Machine Learning | 3+1 | 9 | |
|
| 5 | CS-472 | Natural Language Processing | 3+0 | 9 | ||
| 6 | CS-475 | Computer Vision | 3+0 | 9,11,12 | ||
| 7 | CS-490 | Advanced Topics In Computing | 3+0 | 9 | |
|
| 8 | SE-320 | Formal Methods | 3+0 | 4,9 | SE-200 | |
| 9 | SE-315 | Cloud Computing | 2-1 | 4,9 | |
|
| 10 | CS-404 | Big Data Analytics | 2-1 | 9 | |
|
| 11 | CS-405 | Deep Learning | 3+1 | 9 | |
|
| 12 | CS-416 | Natural Language Processing | 2+1 | |
||
| 13 | CS-2XX | Machine Learning | 2+1 | |
||
| 14 | CS-419 | Deep Learning | 2+1 | |
||
| 15 | CS-417 | Artificial Neural Networks | 3+0 | |||
| 16 | CS-418 | Privacy Preservation | 2+1 | |||
| 17 | CS-3XX | Artificial Neural Networks and Deep Learning | 2+1 | |||
| 18 | CS-3XX | Business Process Analysis | 2+1 | |||
| 19 | CS-3XX | Theory of Automata | 2+1 | |||
| 20 | CS-3XX | HCI & Computer Graphics | 2+1 | |||
| 21 | CS-3XX | Pltform & Architecture for DS | 2+1 | |||
| 22 | CS-3XX | Text Mining | 2+1 | |||
| 23 | CS-3XX | Topics in Data Science | 2+1 | |||
| 24 | CS-3XX | Speech Processing | 2+1 | |||
| 25 | CS-3XX | Data Mining | 2+1 | |||
| 26 | CS-433 | Digital Image Processing | 3+1 | |||
| 27 | CS-344 | Web Engineering | 3+1 | |||
| 28 | CS-2XX | Web Engineering | 2+1 | |||
| 29 | CS-3XX | Vistual & Augmented Reality | 2+1 | |||
| 30 | CS-3XX | Computer Graphics | 2+1 | |||
| 31 | CS-3XX | Digital Image Processing | 2+1 | |||
| 32 | CS-4XX | Speech & Image Processing | 2+1 | |||