Scheme of Studies
BS Data Science
Plan of Studies of BS (Data science)
Semester 1:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-1101 | Programming Fundamentals | 3 |
2 | COSC-1105 | Introduction to ICT | 2 |
3 | COSC-1108 | Fundamentals of Data Science | 2 |
4 | COSC-1201 | Programming Fundamentals-Lab | 1 |
5 | COSC-1205 | Introduction to ICT-Lab | 1 |
6 | ENGL-1118 | Functional English | 3 |
7 | MATH-1100 | Calculus | 3 |
8 | PHYS-1121 | Applied Physics | 3 |
Total | 18 | ||
Semester 2:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-1102 | Object Oriented Programming | 3 |
2 | COSC-1103 | Discrete Structures | 3 |
3 | COSC-1202 | Object Oriented Programming-Lab | 1 |
4 | ENGL-1119 | Communication Skills | 3 |
5 | ISLS-1112 | Islamic Studies/Ethics | 2 |
6 | MATH-2103 | Linear Algebra | 3 |
7 | STAT-2104 | Probability and Statistics | 3 |
Total | 18 | ||
Semester 3:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-1104 | Software Engineering | 3 |
2 | COSC-2101 | Data Structures & Algorithms | 3 |
3 | COSC-2103 | Database Systems | 3 |
4 | COSC-2150 | Python Programming for Data Science | 3 |
5 | COSC-2201 | Data Structures & Algorithms-Lab | 1 |
6 | COSC-2203 | Database Systems-Lab | 1 |
7 | MATH-2122 | Differential Equations | 3 |
8 | PAKS-1113 | Pakistan Studies | 2 |
Total | 19 | ||
Semester 4:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-2102 | Operating Systems | 3 |
2 | COSC-2107 | Stochastic processes | 3 |
3 | COSC-2202 | Operating Systems-Lab | 1 |
4 | COSC-3107 | Machine Learning | 3 |
5 | COSC-3115 | Design & Analysis of Algorithms | 3 |
6 | COSC-3121 | Introduction to NLP | 3 |
7 | COSC-3150 | Data Acquisition and Preprocessing | 2 |
8 | COSC-3221 | Introduction to NLP-Lab | 1 |
Total | 19 | ||
Semester 5:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-2110 | Big Data Programming | 3 |
2 | COSC-2210 | Big Data Programming-Lab | 1 |
3 | COSC-3101 | Computer Networks | 3 |
4 | COSC-3116 | Mobile Application Development | 3 |
5 | COSC-3201 | Computer Networks-Lab | 1 |
6 | COSC-4101 | Parallel and Distributed Computing | 3 |
7 | SSCI-1111 | Introduction to Sociology | 3 |
Total | 17 | ||
Semester 6:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-3123 | Image Processing and Analysis | 3 |
2 | COSC-3223 | Image Processing and Analysis-Lab | 1 |
3 | COSC-4111 | Visual Programming | 3 |
4 | COSC-4120 | Web Programming | 3 |
5 | COSC-4121 | Deep Learning and Applications | 3 |
6 | COSC-4221 | Deep Learning and Applications-Lab | 1 |
7 | ENGL-4117 | Technical and Business Writing | 3 |
Total | 17 | ||
Semester 7:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-2109 | Exploratory Data Analysis and Visualization | 3 |
2 | COSC-2209 | Exploratory Data Analysis and Visualization-Lab | 1 |
3 | COSC-3102 | Information Security | 3 |
4 | COSC-4301 | Final Year Project-I | 3 |
5 | LNGG-3150 | Foreign Language | 2 |
Total | 12 | ||
Semester 8:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-4302 | Final Year Project-II | 3 |
2 | ECON-2111 | Economy of Pakistan | 3 |
3 | MSCI-3111 | Entrepreneurship | 3 |
4 | SSCI-2111 | Professional Ethics | 2 |
Total | 11 | ||
Total | 131 | ||
BS Artificial Intelligence
Plan of studies (MS Data Science).
Semester 1:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-1101 | Programming Fundamentals | 3 |
2 | COSC-1105 | Introduction to ICT | 2 |
3 | COSC-1201 | Programming Fundamentals-Lab | 1 |
4 | COSC-1205 | Introduction to ICT-Lab | 1 |
5 | ENGL-1118 | Functional English | 3 |
6 | ISLS-1112 | Islamic Studies/Ethics | 2 |
7 | MATH-1100 | Calculus | 3 |
8 | PHYS-1121 | Applied Physics | 3 |
Total | 18 | ||
Semester 2:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-1102 | Object Oriented Programming | 3 |
2 | COSC-1103 | Discrete Structures | 3 |
3 | COSC-1202 | Object Oriented Programming-Lab | 1 |
4 | ECON-2111 | Economy of Pakistan | 3 |
5 | ENGL-1119 | Communication Skills | 3 |
6 | MATH-2122 | Differential Equations | 3 |
7 | PAKS-1113 | Pakistan Studies | 2 |
Total | 18 | ||
Semester 3:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-2101 | Data Structures & Algorithms | 3 |
2 | COSC-2201 | Data Structures & Algorithms-Lab | 1 |
3 | COSC-3101 | Computer Networks | 3 |
4 | COSC-3112 | Artificial Intelligence | 3 |
5 | COSC-3201 | Computer Networks-Lab | 1 |
6 | COSC-3212 | Artificial Intelligence-Lab | 1 |
7 | MATH-2103 | Linear Algebra | 3 |
8 | STAT-2104 | Probability and Statistics | 3 |
Total | 18 | ||
Semester 4:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-1104 | Software Engineering | 3 |
2 | COSC-2103 | Database Systems | 3 |
3 | COSC-2107 | Stochastic processes | 3 |
4 | COSC-2203 | Database Systems-Lab | 1 |
5 | COSC-3115 | Design & Analysis of Algorithms | 3 |
6 | COSC-3130 | Programming Artificial Intelligence | 3 |
7 | COSC-3230 | Programming Artificial Intelligence-lab | 1 |
Total | 17 | ||
Semester 5:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-2102 | Operating Systems | 3 |
2 | COSC-2106 | Knowledge Representation and ProblemSolving | 3 |
3 | COSC-2202 | Operating Systems-Lab | 1 |
4 | COSC-2206 | Knowledge Representation and Problem Solving-Lab | 1 |
5 | COSC-3107 | Machine Learning | 3 |
6 | COSC-3131 | Fuzzy Logic | 3 |
7 | COSC-3231 | Fuzzy Logic-Lab | 1 |
8 | SSCI-1111 | Introduction to Sociology | 3 |
Total | 18 | ||
Semester 6:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-3102 | Information Security | 3 |
2 | COSC-3110 | Data Warehousing | 3 |
3 | COSC-3121 | Introduction to NLP | 3 |
4 | COSC-3122 | Fundamentals of Computer Vision | 3 |
5 | COSC-3221 | Introduction to NLP-Lab | 1 |
6 | COSC-3222 | Fundamentals of Computer Vision-Lab | 1 |
7 | ENGL-1113 | Technical Writing | 3 |
Total | 17 | ||
Semester 7:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-3108 | Image Processing | 3 |
2 | COSC-4221 | Deep Learning And Applications | 3 |
3 | COSC-4221 | Deep Learning And Applications Lab | 3 |
4 | COSC-4301 | Final Year Project | 1 |
5 | COSC-1101 | Introduction To Cyber Security | 3 |
6 | SSCI-2111 | Professional Ethics | 3 |
Total | 17 | ||
Semester 8:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-4130 | Re-enforcement Learning | 3 |
2 | COSC-4150 | Routing & Switching | 2 |
3 | COSC-4302 | Final Year Project-II | 3 |
4 | MSCI-3111 | Entrepreneurship | 3 |
Total | 11 | ||
Total | 132 | ||
MS Data Science
Plan of studies (MS Data Science)
Semester 1:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-5119 | Statistical and Mathematical Methods for Data Science | 3 |
2 | COSC-5120 | Tools and Techniques in Data Science | 3 |
3 | COSC-6108 | Natural Language Processing | 3 |
4 | COSC-6150 | Research Methodology | 3 |
Total | 12 | ||
Semester 2:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-5112 | Machine Learning | 3 |
2 | COSC-5118 | Advanced Digital Image Processing | 3 |
3 | COSC-6120 | Internet of Things | 3 |
4 | COSC-6124 | Big Data Analytics | 3 |
Total | 12 | ||
Semester 3:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-6601 | Thesis | - |
Total | 0 | ||
Semester 4:
S. No. | Course Code | Course Title | Credit Hours |
1 | COSC-6602 | Thesis | 6 |
Total | 6 | ||
Total | 30 | ||