MBA DS and DA syllabus | SCIT

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MBA (DS & DA) Syllabus

MBA 2021-23

Generic Core Courses
Course Title	Credits
Basics of Financial Management	2
Business Statistics	2
Data Mining	2
Data preparation and Data management	2
Principles and Practices of Management	2
Programming for Data Sciences	2
Research Methodology	2
Domain Study(Manufacturing and Logistics)	2
Mathematics Foundation	2
Integrated Disaster Management *	0

Generic Elective Courses Group ( 3 Courses to be selected )
Course Title	Credits
Advance Data Mining	3
Cloud Computing	3
Machine learning	3
Text Analytics	3

Semester II
Generic Core Courses
Course Title	Credits
Advance data organization	2
Advanced Business Statistics for Decision Making	2
Data Visualization and modeling	2
Essentials of Marketing Management	2
Predictive Analytics	2
Strategic Management	2
Managerial Economics	2
Domain Study(BFSI)	2
Financial Analysis	2

Open Elective Courses ( 3 Courses to be selected)
Course Title	Credits
Deep learning	3
Artificial Intelligence	3
Cognitive Computing	3
Big Data Analysis	3
Marketing Analytics	3
Software analytics	3

Semester III
Generic Core Courses
Course Title	Credits
Industry Internship	10
Industry Internship	10
Data Protection and Privacy	2
Design Thinking	2
Entrepreneurship	2
Human Resource Management	2
Domain Study(Retail)	2
Research Publication *	0

Open Elective Courses ( 3 Courses to be selected)
Course Title	Credits
Reinforcement Learning	3
Computer Vision	3
Human Computer Interaction	3
Flexi-Credit Course	3
Flexi-Credit Course	3
Fraud Detection Analysis	3
Insurance Analytics	3
Social Media and Web Analytics	3
Supply chain & operations analytics	3

Semester IV
Generic Core Courses
Course Title	Credits
Corporate Governance and Ethics	2
Sustainability Standards- Applications, Analysis and Reporting	2
Capstone Project and Defence	2
Flexi-Credit Course)	2

Generic Elective Courses ( 3 Courses to be selected )
Course Title	Credits
Customer analytics	3
Cyber Security Analytics	3
Energy analytics	3
Healthcare analytics	3
HR Analytics	3
IoT analytics	3

MBA 2020-22

Generic Core Courses
Course Title	Credits
Basics of Financial Management	2
Business Statistics	2
Data Mining	2
Data preparation and Data management	2
Research Methodology	2
Principles and Practices of Management	2
Programming for Data Sciences	2
Domain Study(Manufacturing and Logistics)	2
Mathematics Foundation	2
Integrated Disaster Management *	0

Generic Elective Courses Group ( 3 Courses to be selected )
Course Title	Credits
Advance Data Mining	3
Cloud Computing	3
Machine learning	3
Text Analytics	3

Semester II
Generic Core Courses
Course Title	Credits
Advance data organization	2
Advanced Business Statistics for Decision Making	2
Data Visualization and modeling	2
Predictive Analytics	2
Essentials of Marketing Management	2
Strategic Management	2
Managerial Economics	2
Domain Study(BFSI)	2
Financial Analysis	2

Open Elective Courses ( 3 Courses to be selected)
Course Title	Credits
Deep learning	3
Artificial Intelligence	3
Cognitive Computing	3
Big Data Analysis	3
Marketing Analytics	3
Software analytics	3

Semester III
Generic Core Courses
Course Title	Credits
Industry Internship	10
Industry Internship	10
Data Protection and Privacy	2
Design Thinking	2
Entrepreneurship	2
Human Resource Management	2
Domain Study(Retail)	2
Research Publication *	0

Open Elective Courses ( 3 Courses to be selected)
Course Title	Credits
Reinforcement Learning	3
Computer Vision	3
Human Computer Interaction	3
Flexi-Credit Course	3
Insurance Analytics	3
Social Media and Web Analytics	3
Supply chain & operations analytics	3
Fraud Detection Analysis	3
Flexi-Credit Course	3

Semester IV
Generic Core Courses
Course Title	Credits
Corporate Governance and Ethics	2
Sustainability Standards- Applications, Analysis and Reporting	2
Capstone Project and Defence	2
Flexi-Credit Course)	2

Generic Elective Courses ( 3 Courses to be selected )
Course Title	Credits
Customer analytics	3
Cyber Security Analytics	3
Energy analytics	3
Healthcare analytics	3
HR Analytics	3
IoT analytics	3