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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIM Mumbai (NITIE) |
The Syllabus
Week 1
- Course Inauguration
- Course Overview
- Introduction to Business Analytics
- Digital Transformation
Week 2
- Optimizing Complex Decisions
- Linear Programming Formulation
- Demonstration of the Spreadsheet Optimization Method
- Shadow Price
- Sensitivity Analysis
Week 3
- Linear Regression
- Logistic Regression
- Classification & Regression Trees
- K-Nearest Neighbour
- Bayesian Analysis
- Error Types
Week 4
- Neural Network
- Variable Selection Techniques
- Categorical Variables
- Model Selection
- Integration of Techniques
Week 5
- Case Studies: Retail; Manufacturing; High-Tech
- Course Summary and Conclusion
Instructors
Articles
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