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LinkedIn Learning

Business Analytics Foundations: Predictive, Prescriptive, and Experimental Analytics

via LinkedIn Learning

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Overview

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Learn about the stages in business analytics used to predict future events and improve decision-making: predictive analytics, prescriptive analytics, and experimental analytics.

Syllabus

Introduction
  • Welcome
1. Business Analytics (BA)
  • What is business analytics?
  • Business analytics compared
  • Stages of business analytics
  • Business analytics process
  • Course use case
2. Predictive Analytics (PRA)
  • PRA definition
  • PRA tools and techniques
  • PRA use case
  • PRA best practices
3. Prescriptive Analytics (PSA)
  • PSA definition
  • PSA tools and techniques
  • PSA use case
  • PSA best practices
4. Experimental Analytics (EXA)
  • EXA definition
  • EXA tools and techniques
  • EXA use case
  • EXA best practices
5. Trust and Safety Considerations
  • Compliance considerations
  • Data security and protection
  • Data privacy considerations
  • Bias in business analytics
Conclusion
  • Next steps

Taught by

Kumaran Ponnambalam

Reviews

4.6 rating at LinkedIn Learning based on 863 ratings

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