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  #1  
Old 1st May 2015, 12:55 PM
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Default IIT Madras Data Mining

I want to do data mining course from Indian Institute of Technology Madras (IIT Madras) so can you please tell me Indian Institute of Technology Madras (IIT Madras) offered the
data mining course or not? If yes than provide me the admission process and the fee structure of the institute?
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Old 25th April 2018, 06:28 PM
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Default Re: IIT Madras Data Mining

I want to get the details of Data Warehousing and Data Mining course of Indian Institute of Technology IIT Madras so can you provide me?
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Old 25th April 2018, 06:28 PM
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Default Re: IIT Madras Data Mining

I am providing you the details of Data Warehousing and Data Mining course of Indian Institute of Technology IIT Madras

IIT Madras Data Warehousing and Data Mining course

Course Name: MS6840 : Data Warehousing and Data Mining

Description: Lecture Outline:

1. Introduction to Data Warehousing, Data Mining and the Customer Management Lifecycle. Examples from the credit card industry, insurance, airlines and banking.

2. Overview of basic statistics concepts and methods.

3. Introduction to Data Warehousing - The business dimensional lifecycle.

4. Data Warehousing - Project planning for managing a data warehouse Project.

5. Data Warehousing - Requirements gathering.

6. Data Warehousing examples from the Healthcare industry.

7. Online Analytic Processing (OLAP).

8. Automatic Cluster Detection.

9. Link Analysis.

10. Neural Networks & Genetic Algorithms.

11. Data Mining in customer acquisitions, e.g. credit card acquisition campaigns. Use of Logistic Regression models.

12. Data Mining in customer acquisitions - Discriminant Analysis models.

13. Data Mining in customer acquisitions - Measuring Customer Lifetime Value.

14. Customer Management - managing a credit card customer base.

15. Introduction to decision tree modeling.

16. Setting customer manageme

Instructor: Saji Mathew

Period: JUL-SEP 2015

Contact-

IIT Madras
Sardar Patel Rd, Opposite to C, L.R.I, Adyar, Chennai, Tamil Nadu 600036
044 2257 8101
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