Scenario and Root Cause Analysis with Generative AI

Overview

In this final course, you'll apply generative AI to scenario planning and root cause analysis. The target learner for this course is a seasoned data professional or an aspiring analyst.

This comprehensive program empowers. 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

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Taught by

Microsoft

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Subjects

Artificial Intelligence