AI for Business Managers (MBA-443)
Program: Master of Business Administration
Category: Professional Elective Course
Semester: 4
Credits: 4
L-T-P: 4- 0- 0
Description
The objective of AI for business managers is to augment human intelligence, enabling data-driven decisions, process optimization, and strategic innovation for improved business performance and competitive advantage.
Instructor

Mr. Karan Khajuria

Assistant Professor
Department Of Computer Science & Engineering
Course Outcomes
  • Understand the basic concepts of Artificial Intelligence
  • Appreciate the statistical techniques for analysis of data.
  • Analyze the role of supervised learning and applications.
  • Analyze the role of unsupervised learning and its applications
  • Evaluate the concept of Data Mining and warehousing and its application in business
Resources
Course Handout Lesson Plan Syllabus
Evaluation Scheme
MST 15
Assignment 10
Attendance 5
MST 15
Assignment 10
Attendance 5
Total Internal 60
Total External 100
Overall Total 160
Course Materials

Unit 1

introduction to artificial intelligence
application areas of ai part-01
Updated on: 2025-07-14
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application areas of ai part-02
Updated on: 2025-07-14
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concepts and terminology of ai
Updated on: 2025-07-14
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future considerations
Updated on: 2025-07-14
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history and evolution
Updated on: 2025-07-14
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issues, concerns and ethical part-01
Updated on: 2025-07-14
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issues, concerns and ethical part-02
Updated on: 2025-07-14
Video
statistical foundations of ai
correlation and regression analysis part-01
Updated on: 2025-07-14
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correlation and regression analysis part-02
Updated on: 2025-07-14
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correlation and regression analysis part-03
Updated on: 2025-07-14
Video
descriptive and inferential statistics part-01
Updated on: 2025-07-14
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descriptive and inferential statistics part-02
Updated on: 2025-07-14
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descriptive and inferential statistics part-03
Updated on: 2025-07-14
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descriptive and inferential statistics part-04
Updated on: 2025-07-14
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measures of central tendency-mean, median, mode
Updated on: 2025-07-14
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simple linear regression model; regression coefficients; regression equations part-01
Updated on: 2025-07-14
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simple linear regression model; regression coefficients; regression equations part-02
Updated on: 2025-07-14
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simple linear regression model; regression coefficients; regression equations part-03
Updated on: 2025-07-14
Video
simple linear regression model; regression coefficients; regression equations part-04
Updated on: 2025-07-14
Video
use cases of regression model
Updated on: 2025-07-14
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