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Microsoft

Scenario and Root Cause Analysis with Generative AI

Microsoft via Coursera

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Overview

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In this final course, you'll apply generative AI to scenario planning and root cause analysis. You'll learn to identify potential risks, develop mitigation strategies, and make data-driven decisions based on AI-generated insights. Upon completion of this course, you'll be able to: - Conduct scenario analysis using generative AI models - Perform root cause analysis with AI assistance - Identify and assess potential risks using AI-powered techniques - Develop data-driven strategies based on AI-generated scenario insights

Syllabus

  • Scenario analysis
    • Explore diverse hypothetical scenarios and their potential impacts on data, utilizing generative AI to enhance scenario planning and risk assessment.
  • Root cause analysis
    • Uncover the underlying causes of trends and incidents within data, harnessing generative AI for in-depth analysis and the development of preventative solutions.
  • Risk identification and management
    • Employ generative AI to identify and assess potential risks in datasets, facilitating the creation of effective risk mitigation strategies.
  • Decision-making with scenario analysis
    • Leverage insights from scenario analysis to inform strategic decision-making, utilizing generative AI to guide business processes

Taught by

Microsoft

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