B.S. Statistics (Data Science) Program
Program Structure
Normal Degree Duration 8 Semesters (extendable up to 12 semesters)
Taught Courses 127 credit hours
General Education Courses 30 credit hours
Field Experience/Internship 03 credit hours
Capstone Project 03 credit hours
Comprehensive Oral Examination Satisfactory/Unsatisfactory Basis
Total Credits 133 credit hours
Semester-wise Courses (Semester I – IV)
B.S. Semester-I B.S. Semester-II
Course Code Course Title Credit Hours Course Code Course Title Credit Hours
GEC-511 Functional English 3(3+0) GEC-521 Expository Writing 3(3+0)
GEC-512 Science of Global Challenges 3(2+1) GEC-522 Quantitative Reasoning-I 3(3+0)
GEC-513/514 Islamic Studies / Ethics 2(2+0) CSC-523 Programming Fundamentals 4(3+1)
GEC-515 Pakistan Studies 2(2+0) GEC-524 Fehm-ul-Quran NC
GEC-516 A Science of Society 2(2+0) STA-525 Basic Statistical Inference 3(3+0)
STA-517 Introductory Statistics 3(3+0) STA-526 Applied Statistics 3(3+0)
GEC-518 Application of Information and Communication Technology 3(2+1) MAT-527 Calculus-I 3(3+0)
Total 18 Total 19
B.S. Semester-III B.S. Semester-IV
Course Code Course Title Credit Hours Course Code Course Title Credit Hours
GEC-531 Quantitative Reasoning-II 3(3+0) GEC-541 Entrepreneurship 2(2+0)
STA-532 Introduction to Probability and Probability Distributions 3(3+0) GEC-542 Civic and Community Engagement 2(2+0)
STA-533 Introduction to Regression Analysis and Experimental Design 3(3+0) GEC-543 Arabic 2(2+0)
STA-534 Mathematical Methods for Statistics 3(3+0) STA-544 Data Visualization 3(2+1)
STA-535 Sampling Techniques 3(3+0) STA-545 Statistical Computing with R 3(2+1)
CSC-536 Artificial Intelligence 3(2+1) STA-546 Introduction to Data Science 3(2+1)
STA-547 Sampling and Research Methods 3(3+0)
Total 18 Total 18
Semester-wise Courses (Semester V – VIII)
B.S. Semester-V B.S. Semester-VI
Course Code Course Title Credit Hours Course Code Course Title Credit Hours
STA-651 Probability Distributions-I 3(3+0) STA-661 Probability Distributions-II 3(3+0)
STA-652 Regression Analysis 3(3+0) STA-662 Econometrics 3(3+0)
STA-653 Design & Analysis of Experiment-I 3(3+0) STA-663 Design & Analysis of Experiment-II 3(3+0)
STA-654 Statistical Computing with Python 3(2+1) CSC-664 Machine Learning 3(2+1)
STA-655 Demographic Methods and Techniques for Data Analysis 3(2+1) STA-665 Internship 3(3+0)
Total 15 Total 15
B.S. Semester-VII
Course Code Course Title Credit Hours
STA-671 Statistical Inference-I (Estimation) 3(3+0)
STA-672 Multivariate Computing Techniques 3(2+1)
STA-673 Advance Statistics 3(3+0)
STA-674 Survival Analysis and Deep Learning 3(2+1)
STA-675 Statistical Quality Control and Data Analytics 3(2+1)
Total 15
B.S. Semester-VIII (Compulsory Courses)
Course Code Course Title Credit Hours
STA-681 Capstone Project 3(3+0)
STA-682 Comprehensive Oral Examination S/U Basis
STA-683 Statistical Inference-II (Hypothesis Testing) 3(3+0)
CSC-684 Data Mining 3(2+1)
Elective-I 3(3+0)
Elective-II 3(3+0)
Elective Courses

The student will have to opt two elective courses from the following list:

Course Code Course Title Credit Hours
STA-685 Statistical Modeling for Data Science 3(2+1)
STA-686 Predictive Analytics Using Statistics 3(2+1)
STA-687 Financial Modeling Using Excel 3(2+1)
CSC-688 Big Data Analytics 3(2+1)
Total 15