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Scenario and Root Cause Analysis with Generative AI
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Scenario and Root Cause Analysis with Generative AI

This course is part of Microsoft Generative AI for Data Analysis Certificate.

Course Cost

Free course

Intermediate

Skill Level

13 Hours

Self-paced lessons

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.

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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

  • Balance AI insights with human judgment for optimal decision-making

  • Implement strategic planning processes guided by AI-powered scenario analysis

Skills you'll gain

Scenario Analysis
Root Cause Analysis
Generative AI
Risk Management
Data Analytics
Decision Making
Strategic Planning
Microsoft
Data Pattern Analysis
Predictive Analysis

This course includes:

14 Hours PreRecorded video

17 assignments

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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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

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Scenario and Root Cause Analysis with Generative AI

Intermediate

Skill Level

13 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.