BS Data Science (M) - IUB - The Islamia University of Bahawalpur

Course Info

Name: BS Data Science (M)
Short Code: DSCI
Description: -

Semester 2

Course Code	Course Title	Credit Hours
DASC-1101..	Introduction to Data Science	3
COSC-1202.	Object Oriented Programming LAB	0
PAKS-1113..	Pakistan Studies	2
COSC-1102..	Object Oriented Programming	3
COSC-1103..	Discrete Structures	3
STAT-2131..	Probability & Statistics	3
ENGL-1110..	Communication & Presentation Skills	3
COSC-2101..	Methods of Data Analysis	3

Semester 3

Course Code	Course Title	Credit Hours
DSSC-3103	Data Structures	3
DSSC-3101..	Tools and Techniques in Data Science	3
DASC-1103..	Linear Algebra	3
DASC-1104..	Economics for Business	3
DASC-1102..	Data Structures	3
MATH-2102..	Model and Inference	3
DASC-1103..	Linear Algebra	3
TSAQN-00301	ARABIC FOR UNDERSTANDING QURAN	3

Semester 2

Course Code	Course Title	Credit Hours
DASC-1101..	Introduction to Data Science	3
COSC-1202.	Object Oriented Programming LAB	0
PAKS-1113..	Pakistan Studies	2
COSC-1102..	Object Oriented Programming	3
COSC-1103..	Discrete Structures	3
STAT-2131..	Probability & Statistics	3
ENGL-1110..	Communication & Presentation Skills	3
COSC-2101..	Methods of Data Analysis	3

Semester 3

Course Code	Course Title	Credit Hours
DSSC-3103	Data Structures	3
DSSC-3101..	Tools and Techniques in Data Science	3
DASC-1103..	Linear Algebra	3
DASC-1104..	Economics for Business	3
DASC-1102..	Data Structures	3
MATH-2102..	Model and Inference	3
DASC-1103..	Linear Algebra	3
TSAQN-00301	ARABIC FOR UNDERSTANDING QURAN	3

Semester 2

Course Code	Course Title	Credit Hours
DASC-1101..	Introduction to Data Science	3
COSC-1202.	Object Oriented Programming LAB	0
PAKS-1113..	Pakistan Studies	2
COSC-1102..	Object Oriented Programming	3
COSC-1103..	Discrete Structures	3
STAT-2131..	Probability & Statistics	3
ENGL-1110..	Communication & Presentation Skills	3
COSC-2101..	Methods of Data Analysis	3

Semester 1

Course Code	Course Title	Credit Hours
ENGL-1114..	English Composition & Comprehension	3
COSC-1105..	Introduction to Information and Communication Technologies	2
COSC-1101..	Programming Fundamentals (Python)	3
MATH-1121..	Calculus and Analytical Geometry	3
PHYS-1122..	Applied Physics	3
ISLS-1112..	Islamic Studies / Ethics	2
COSC-1201..	Programming Fundamentals - Lab	0
COSC-1205..	Introduction to ICT LAB	0

Semester 3

Course Code	Course Title	Credit Hours
DSSC-3103	Data Structures	3
DSSC-3101..	Tools and Techniques in Data Science	3
DASC-1103..	Linear Algebra	3
DASC-1104..	Economics for Business	3
DASC-1102..	Data Structures	3
MATH-2102..	Model and Inference	3
DASC-1103..	Linear Algebra	3
TSAQN-00301	ARABIC FOR UNDERSTANDING QURAN	3

Semester 6

Course Code	Course Title	Credit Hours
DASC-1104..	Economics for Business	3
DASC-1103..	Linear Algebra	3
SENG-3111..	Mobile Application Development	3
COSC-3115..	Design & Analysis of Algorithms	3
DASC-1105..	Information Retrieval	3

Semester 1

Course Code	Course Title	Credit Hours
ENGL-1114..	English Composition & Comprehension	3
COSC-1105..	Introduction to Information and Communication Technologies	2
COSC-1101..	Programming Fundamentals (Python)	3
MATH-1121..	Calculus and Analytical Geometry	3
PHYS-1122..	Applied Physics	3
ISLS-1112..	Islamic Studies / Ethics	2
COSC-1201..	Programming Fundamentals - Lab	0
COSC-1205..	Introduction to ICT LAB	0

Semester 4

Course Code	Course Title	Credit Hours
COSC-2102..	Operating Systems	3
COSC-3112..	Artificial Intelligence	3
MATH-2122..	Differential Equations	3
COSC-2103..	Database Systems	3
ARIN-3103..	Machine Learning Concepts	3
COSC-1213..	Computing and Ethics	3

Semester 2

Course Code	Course Title	Credit Hours
DASC-1101..	Introduction to Data Science	3
COSC-1202.	Object Oriented Programming LAB	0
PAKS-1113..	Pakistan Studies	2
COSC-1102..	Object Oriented Programming	3
COSC-1103..	Discrete Structures	3
STAT-2131..	Probability & Statistics	3
ENGL-1110..	Communication & Presentation Skills	3
COSC-2101..	Methods of Data Analysis	3

Semester 3

Course Code	Course Title	Credit Hours
DSSC-3103	Data Structures	3
DSSC-3101..	Tools and Techniques in Data Science	3
DASC-1103..	Linear Algebra	3
DASC-1104..	Economics for Business	3
DASC-1102..	Data Structures	3
MATH-2102..	Model and Inference	3
DASC-1103..	Linear Algebra	3
TSAQN-00301	ARABIC FOR UNDERSTANDING QURAN	3

Semester 4

Course Code	Course Title	Credit Hours
COSC-2102..	Operating Systems	3
COSC-3112..	Artificial Intelligence	3
MATH-2122..	Differential Equations	3
COSC-2103..	Database Systems	3
ARIN-3103..	Machine Learning Concepts	3
COSC-1213..	Computing and Ethics	3

Semester 5

Course Code	Course Title	Credit Hours
DASC-3104..	Introduction to Big Data	2
COSC-3101..	Introduction to Computer Networks	2
DASC-2108..	Applied Regression Analysis	3
COSC-1104..	Software Engineering	3
INFT-3103..	Web Systems and Technologies	3
ENGL-1111..	Technical and Business Writing	3

Semester 6

Course Code	Course Title	Credit Hours
DASC-1104..	Economics for Business	3
DASC-1103..	Linear Algebra	3
SENG-3111..	Mobile Application Development	3
COSC-3115..	Design & Analysis of Algorithms	3
DASC-1105..	Information Retrieval	3

Semester 7

Course Code	Course Title	Credit Hours
DASC-1106..	Data Analysis and Visualization	3
DASC-1107..	Introduction to Data Warehousing	2
DASC-4301..	Project – I	3
DASC-2103..	Cloud Computing	3
DASC-2104..	Advanced Artificial Intelligence	3
DASC-2105..	Natural Language Processing	3
DASC-2106..	Data Mining	2
DASC-2108..	Applied Regression Analysis	3

Semester 8

Course Code	Course Title	Credit Hours
DASC-1108..	Machine Learning – Tools & Applications	2
DASC-4301..	Project – I	3
DASC-2103..	Cloud Computing	3
DASC-2104..	Advanced Artificial Intelligence	3
DASC-2105..	Natural Language Processing	3
DASC-2106..	Data Mining	2
DASC-2108..	Applied Regression Analysis	3

Semester 7

Course Code	Course Title	Credit Hours
DASC-1106..	Data Analysis and Visualization	3
DASC-1107..	Introduction to Data Warehousing	2
DASC-4301..	Project – I	3
DASC-2103..	Cloud Computing	3
DASC-2104..	Advanced Artificial Intelligence	3
DASC-2105..	Natural Language Processing	3
DASC-2106..	Data Mining	2
DASC-2108..	Applied Regression Analysis	3

Semester 8

Course Code	Course Title	Credit Hours
DASC-1108..	Machine Learning – Tools & Applications	2
DASC-4301..	Project – I	3
DASC-2103..	Cloud Computing	3
DASC-2104..	Advanced Artificial Intelligence	3
DASC-2105..	Natural Language Processing	3
DASC-2106..	Data Mining	2
DASC-2108..	Applied Regression Analysis	3

Semester 1

Course Code	Course Title	Credit Hours
ENGL-1114..	English Composition & Comprehension	3
COSC-1105..	Introduction to Information and Communication Technologies	2
COSC-1101..	Programming Fundamentals (Python)	3
MATH-1121..	Calculus and Analytical Geometry	3
PHYS-1122..	Applied Physics	3
ISLS-1112..	Islamic Studies / Ethics	2
COSC-1201..	Programming Fundamentals - Lab	0
COSC-1205..	Introduction to ICT LAB	0

Semester 3

Course Code	Course Title	Credit Hours
DSSC-3103	Data Structures	3
DSSC-3101..	Tools and Techniques in Data Science	3
DASC-1103..	Linear Algebra	3
DASC-1104..	Economics for Business	3
DASC-1102..	Data Structures	3
MATH-2102..	Model and Inference	3
DASC-1103..	Linear Algebra	3
TSAQN-00301	ARABIC FOR UNDERSTANDING QURAN	3

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The Islamia University of Bahawalpur was established in the year 1975 by upgrading historical institute of the Jamia Abbasia.

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