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B.Sc. D.S. (Bachelor of Science in Data Science)

SEMESTER I

Course Code	Course Type	Course Name	Credits	Marks
USDS101	DSC	Descriptive Statistics	02	100
USDS1P1	DSC	Descriptive Statistics Practical	02	50
USDS102	DSC	Introduction to Programming	02	100
USDS1P2	DSC	Introduction to Programming Practical	02	50
USDS103	DSC	Web Technology	02	100
USDS1P3	DSC	Web Technology Practical	02	50
USDS104	AECC	Business Communication and Information Ethic	02	100
USDS1P4	AECC	ICT Practical	02	50
USDS105	DSC	Precalculus	02	100
USDS1P5	DSC	Precalculus Tutorials	02	50
			20	750
B.Sc. D.S. Syllabus Link

SEMESTER II

Course Code	Course Type	Course Name	Credits	Marks
USDS201	DSC	Probability and Distributions	02	100
USDS2P1	DSC	Probability and Distributions Practical	02	50
USDS202	DSC	Database Management	02	100
USDS2P2	DSC	Database Management Practical	02	50
USDS203	DSC	R Programming	02	100
USDS2P3	DSC	R Programming Practical	02	50
USDS204	AECC	Environmental Science	02	100
USDS2P4	AECC	Project Presentation on Data Science in Environmental Science	02	50
USDS205	DSC	Calculus	02	100
USDS2P5	DSC	Calculus Tutorials	02	50
			20	750
B.Sc. D.S. Syllabus Link

SEMESTER III

Course Code	Course Type	Course Name	Credits	Marks
USDS301	DSC	Testing of Hypothesis	02	100
USDS3P1	DSC	SPSS Practical	02	50
USDS302	DSC	Data Structures	02	100
USDS3P2	DSC	Data Structures Practical	02	50
USDS303	SEC	Microeconomics / Principles of Management	02	100
USDS3P3	SEC	Case Studies on Microeconomics	02	50
USDS304	DSC	Data Warehousing	02	100
USDS3P4	DSC	Data Warehousing Practical	02	50
USDS305	DSC	Linear Algebra and Discrete Mathematics	02	100
USDS3P5	DSC	Tutorials on Linear Algebra and Discrete Mathematics	02	50
			20	750

SEMESTER IV

Course Code	Course Type	Course Name	Credits	Marks
USDS401	DSC	Optimization Techniques	02	100
USDS4P1	DSC	Optimization Techniques Practical	02	50
USDS402	DSC	Big Data	02	100
USDS4P2	DSC	Big Data Practical	02	50
USDS403	SEC	E-Commerce and Business Ethics / Fundamentals of Accounting	02	100
USDS4P3	SEC	MATLAB Practical	02	50
USDS404	DSC	Algorithms in Data Science	02	100
USDS4P4	DSC	Algorithms in Data Science Practical	02	50
USDS405	DSC	Numerical Methods	02	100
USDS4P5	DSC	Numerical Methods Practical	02	50
			20	750

SEMESTER V

Course Code	Course Type	Course Name	Credits	Marks
USDS501	DSC	Artificial Intelligence	02	100
USDS5P1	DSC	Artificial Intelligence Practical	02	50
USDS502	DSC	Business Research Methods	02	100
USDS5P2	DSC	Business Research Methods Practical	02	50
USDS503	SEC	Data Mining	02	100
USDS5P3	SEC	Data Mining Practical	02	50
USDS504	DSC	Campus to Corporate	02	100
USDS5P4	DSC	Project Dissertation	02	50
Elective 1 (Select Any one of the following)
USDS505a	DSE	Reinforcement Learning	02	100
USDS505b	DSE	Marketing and Retail Analytics
USDS505c	DSE	Supply Chain and Logistics Analytics
USDS505d	DSE	Robotic Process Automation
Compulsory Practical
USDS5P5	DSC	Data Visualisation with Power BI / Tableau	02	50
			20	750

SEMESTER VI

Course Code	Course Type	Course Name	Credits	Marks
USDS601	DSC	Machine Learning	02	100
USDS6P1	DSC	Machine Learning Practical	02	50
USDS602	DSC	Cloud Computing	02	100
USDS6P2	DSC	Cloud Computing Practical	02	50
USDS603	SEC	Internet of Things	02	100
USDS6P3	SEC	Internet of Things Practical	02	50
USDS604	DSC	Business Forecasting	02	100
USDS6P4	DSC	Business Forecasting Practical	02	50
Elective 2 (Select Any one of the following)
USDS605a	DSE	Financial Analytics	02	100
USDS605b	DSE	Social Media Analytics
USDS605c	DSE	Knowledge Management
USDS605d	DSE	Data Security and Compliance
Compulsory (Project Implementation)
USDS6P5	DSC	Project Implementation	02	50
			20	750