SCHEME OF STUDY — BS DATA SCIENCE

Semester I
# Course Title Category Theory Lab
1 Quantitative Reasoning-I General 3 0
2 Programming Fundamentals Major 3 1
3 Social Science General 2 0
4 Functional English General 3 0
5 Application of Information and Communication Technologies General 2 1
6 Calculus & Analytical Geometry – IDS I IDS 3 0
Semester Total Credit Hours 18
Semester II
# Course Title Category Theory Lab
1 Quantitative Reasoning-II General 3 0
2 Arts and Humanities General 2 0
3 Pakistan Studies General 2 0
4 Fehm-e-Quran-I (for Muslim Students) / Comparison of World Religion - I (for Non-Muslim Students) General 0 1
5 Object Oriented Programming Major 3 1
6 Digital Logic Design Major 3 1
7 Linear Algebra IDS-II IDS 3 0
Semester Total Credit Hours 19
Semester III
# Course Title Category Theory Lab
1 Expository Writing General 3 0
2 Natural Science General 2 1
3 Fehm-e-Quran-II (for Muslim Students) / Comparison of World Religion - II (for Non-Muslim Students) General 0 1
4 Data Structures Major 3 1
5 Operating Systems Major 3 1
Semester Total Credit Hours 19
Semester IV
# Course Title Category Theory Lab
1 Civics and Community Engagement General 2 0
2 Ideology and Constitution of Pakistan General 2 0
3 Entrepreneurship General 2 0
4 Islamic Studies General 2 0
5 Software Engineering Major 3 0
6 Computer Organization & Architecture Major 1 1
7 Design & Analysis of Algorithms Major 3 0
Semester Total Credit Hours 17
Semester V
# Course Title Category Theory Lab
1 Computer Networks Major 3 0
2 Information Security Major 2/3 1/0
3 Artificial Intelligence Major 2/3 1/0
4 Theory of Automata Major 2/3 1/0
5 IDS-III IDS 3 0
6 IDS-IV IDS 3 0
Semester Total Credit Hours 18
Semester VI
# Course Title Category Theory Lab
1 Cloud Computing Major 2/3 1/0
2 Elective-I Major 3 0
3 Elective-II Major 3 0
4 Elective-III Major 3 0
5 Elective-IV Major 3 0
Semester Total Credit Hours 15
Semester VII
# Course Title Category Theory Lab
1 Elective-V Major 3 0
2 Elective-VI Major 3 0
3 Elective-VII Major 3 0
4 Elective-VIII Major 3 0
5 Professional Certification Certification 3 0
Semester Total Credit Hours 17
Semester VIII
# Course Title Category Theory Lab
1 Final Year Project FYP 0 6
2 Field Experience Internship 0 3
Semester Total Credit Hours 9
Total Credit Hours: 132
List of Elective Courses
1.Introduction to Data Science
2.Computational Statistics
3.Data Engineering
4.Data Visualization
5.Business Intelligence
6.Tools and Techniques in Data Science
7.Big Data Analytics
8.Machine Learning
9.Deep Learning
10.Natural Language Processing
11.Data Ethics & Security
12.Computer Vision
13.Information Retrieval
14.Generative AI
15.Data Mining