Programs BACHELOR OF SCIENCE IN DATA SCIENCE

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 CS-212 Object Oriented Programming
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-366 Data Visualization 2+1 4,9 COAL
5 CS-3XX DS Elective-II 2+1
6 CS-3XX DS Elective-III 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-107 Pakistan Studies 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 3+0
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-417 Artificial Neural Networks 3+0
14 CS-418 Privacy Preservation 2+1
15 CS-2XX Machine Learning 2+1
16 CS-419 Deep Learning 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