Strategic Analytics (Weaving Analytics into Decision Making)

by Executive Education, IIM Ahmedabad Claim Listing

Strategic Analytics: Weaving Analytics into Decision Making Course is Offered by Executive Education, IIM Ahmedabad.

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Course Details

Course Contents:

 

A tentative list of topics to be covered in this programme:

 

Connecting Analytics with Business Decision-Making:

  • The role of analytics in organisations and the required skill inventory
  • Planning for effective analytics
  • Connecting with the Business Problem / Analysis Planning
  • Communicating Analytics Output in an Effective manner

 

An Overview of Standard Statistical Tools Used for Processing Business Information:

  • Finding patterns in the data using tables, graphs and charts and data visualisation
  • Summarising data using descriptive measures
  • Standard probability models
  • Confidence intervals, testing of statistical hypotheses, multiple regression analysis
  • Data reduction/segmentation tools, factor analysis, predictive modeling and choice modeling

 

Additional Areas of Importance:

  • Some advanced topics such as hazard (survival) models, HLM
  • Order of Importance of regression weights – shapely regression.
  • Codification of analytics and analytic process development
  • Practices from industry cases and perspectives on the future of the analytics function
  • New areas of interest – Big Data, Web Analytics
  • Vastrapur Branch

    Indian Institute of Management Ahmedabad New Campus, Vastrapur, Ahmedabad

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