| 
                                        Associate Degree Programs
                                            (Associate Degree in Data Science)
                                            
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                        | Semester No.
                            1
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                        | Course Code | 
                        Title | 
                        Category | 
                        Sub Category | 
                        Type | 
                        Pre Requisite | 
                        Credit Hours |                        
                    
                        Specialization | 
                        
                    
                    
                    
                        | 
                            CS101
                            
                         | 
                        Introduction to Computing
                         | 
                        General Education 
                         | 
                        Applications of Information and Communication Technologies (ICT)
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            ENG101
                            
                         | 
                        English Comprehension
                         | 
                        General Education 
                         | 
                        Functional English
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            MGT602
                            
                         | 
                        Entrepreneurship
                         | 
                        General Education 
                         | 
                        Entrepreneurship
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            MTH202
                            
                         | 
                        Discrete Mathematics
                         | 
                        General Education 
                         | 
                        Quantitative Reasoning
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            MTH501
                            
                         | 
                        Linear Algebra
                         | 
                        General Education 
                         | 
                        Quantitative Reasoning
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            MTH100
                            
                         | 
                        General Mathematics
                         | 
                        Interdisciplinary
                         | 
                        Mathematics Supporting
                         | 
                        Deficiency
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            ETH202
                            
                         | 
                        Ethics (for Non-Muslims)
                         | 
                        General Education 
                         | 
                        Islamic Studies/Religious Education Studies
                         | 
                        Elective
                         | 
                        
                            
                            
                         | 
                        
                            2 (Theory:2, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            ISL202
                            
                         | 
                        Islamic Studies
                         | 
                        General Education 
                         | 
                        Islamic Studies/Religious Education Studies
                         | 
                        Elective
                         | 
                        
                            
                            
                         | 
                        
                            2 (Theory:2, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            VU001
                            
                         | 
                        Introduction to e-Learning
                         | 
                        Interdisciplinary
                         | 
                        
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            1 (Theory:1, Practical:0)
                            
                         | 
                     
                        
                        
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                        | Semester No.
                            2
                         | 
                    
                    
                    
                        | Course Code | 
                        Title | 
                        Category | 
                        Sub Category | 
                        Type | 
                        Pre Requisite | 
                        Credit Hours |                        
                    
                        Specialization | 
                        
                    
                    
                    
                        | 
                            CS205
                            
                         | 
                        Information Security
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS306
                            
                         | 
                        Introduction to Python
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS442
                            
                         | 
                        Introduction to Data Science
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            ENG201
                            
                         | 
                        Business and Technical English Writing
                         | 
                        General Education 
                         | 
                        Expository Writing
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            STA301
                            
                         | 
                        Statistics and Probability
                         | 
                        General Education 
                         | 
                        Quantitative Reasoning
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            MTH104
                            
                         | 
                        Sets and Logic
                         | 
                        Interdisciplinary
                         | 
                        Mathematics Supporting
                         | 
                        Deficiency
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            PAK301
                            
                         | 
                        Pakistan Studies
                         | 
                        General Education 
                         | 
                        Ideology and Constitution of Pakistan
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            2 (Theory:2, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS306P
                            
                         | 
                        Introduction to Python (Practical)
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            1 (Theory:0, Practical:1)
                            
                         | 
                     
                        
                        
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                        | Semester No.
                            3
                         | 
                    
                    
                    
                        | Course Code | 
                        Title | 
                        Category | 
                        Sub Category | 
                        Type | 
                        Pre Requisite | 
                        Credit Hours |                        
                    
                        Specialization | 
                        
                    
                    
                    
                        | 
                            CS403
                            
                         | 
                        Database Management Systems
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS628
                            
                         | 
                        Machine Learning
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            STA302
                            
                         | 
                        Data Analytics and Business Intelligence
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            STA621
                            
                         | 
                        Time Series Analysis
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS435
                            
                         | 
                        Cloud Computing
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Elective
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS441
                            
                         | 
                        Big Data Concepts
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Elective
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS514
                            
                         | 
                        Internet of Things (IoT)
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Elective
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS641
                            
                         | 
                        Big Data Analytics
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Elective
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                    
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                        | Semester No.
                            4
                         | 
                    
                    
                    
                        | Course Code | 
                        Title | 
                        Category | 
                        Sub Category | 
                        Type | 
                        Pre Requisite | 
                        Credit Hours |                        
                    
                        Specialization | 
                        
                    
                    
                    
                        | 
                            CS513
                            
                         | 
                        Advanced Data Analytics and Business Intelligence
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS519
                            
                         | 
                        Final Project
                         | 
                        Major
                         | 
                        Capstone Project
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS614
                            
                         | 
                        Data Warehousing
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS620
                            
                         | 
                        Modelling and Simulation
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS626
                            
                         | 
                        Data Mining Techniques
                         | 
                        Major
                         | 
                        Computing Core
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
                         | 
                        
                    
                    
                    
                        | 
                            CS631
                            
                         | 
                        Deep Learning
                         | 
                        Major
                         | 
                        Domain Electives
                         | 
                        Required
                         | 
                        
                            
                            
                         | 
                        
                            3 (Theory:3, Practical:0)
                            
                         | 
                     
                        
                        
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