Scenario and Root Cause Analysis with Generative AI
This course is part of Microsoft Generative AI for Data Analysis Certificate.
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Microsoft Generative AI for Data Analysis Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
Instructors:
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What you'll learn
Conduct scenario analysis using generative AI models to explore potential outcomes
Perform root cause analysis with AI assistance to identify underlying causes
Identify and assess potential risks using AI-powered techniques
Develop data-driven strategies based on AI-generated scenario insights
Use generative AI to enhance pattern recognition and anomaly detection
Apply AI for solution modeling and recommendation development
Skills you'll gain
This course includes:
14 Hours PreRecorded video
17 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 4 modules in this course
This comprehensive course focuses on applying generative AI to scenario planning and root cause analysis for data professionals. The curriculum explores creating and analyzing hypothetical scenarios to predict potential outcomes and identify underlying causes of trends within datasets. Students learn to leverage AI for risk identification, assessment, and mitigation strategies, while developing skills to translate AI-generated insights into actionable business decisions. Through practical demonstrations and hands-on assignments, participants master techniques for adjusting parameters, interpreting AI outputs, and balancing AI with human judgment to enhance decision-making processes and strategic planning.
Scenario analysis
Module 1 · 4 Hours to complete
Root cause analysis
Module 2 · 3 Hours to complete
Risk identification and management
Module 3 · 3 Hours to complete
Decision-making with scenario analysis
Module 4 · 3 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Microsoft Generative AI for Data Analysis Certificate
Instructor
Empowering Individuals and Organizations Through Technology
Microsoft's mission is "to empower every person and every organization on the planet to achieve more," reflecting its commitment to leveraging technology for global empowerment. The company aims to drive digital transformation through an integrated cloud approach, creating a robust platform that enhances productivity and accessibility for users worldwide. Its vision statement emphasizes the goal of democratizing artificial intelligence, ensuring that AI technologies are accessible and beneficial for everyone. This focus on empowerment and inclusivity underpins Microsoft's strategies and product development, positioning it as a leader in innovation within the technology sector. The company has consistently pursued excellence by fostering a culture of innovation, diversity, and corporate social responsibility, ultimately aiming to improve quality of life and facilitate progress across various fields, including education, healthcare, and business.
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Frequently asked questions
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