Microsoft

AI-Driven Insights, Validation and Scenario Modeling

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Microsoft

AI-Driven Insights, Validation and Scenario Modeling

 Microsoft

Instructor: Microsoft

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

8 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

8 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Evaluate AI-generated insights to ensure accuracy and financial relevance.

  • Analyze financial data to identify anomalies and key drivers using statistical and AI-assisted tools.

  • Create scenario models to assess strategic options.

  • Communicate data-driven insights with clear consideration of uncertainty.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

20 assignments¹

AI Graded see disclaimer
Taught in English

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Build your subject-matter expertise

This course is part of the GenAI Enhanced Financial Analysis Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 12 modules in this course

Achieve the art of critically evaluating AI outputs while investigating the anomalies they identify. You'll learn to verify AI insights, validate flagged issues, and understand the true business drivers behind unusual patterns.

What's included

2 videos2 readings1 assignment

Build professional documentation that tracks your AI validation process. You'll create audit trails that demonstrate due diligence, support decision-making, and enable others to understand your validation approach.

What's included

2 videos1 reading2 assignments

Transform your validation work into clear communications that stakeholders trust. You'll learn to present validated insights, explain your verification process, and build confidence in AI-assisted analysis.

What's included

1 video1 reading3 assignments

Construct dynamic scenario models that instantly show the impact of strategic changes. You'll build flexible frameworks in Excel and Power BI that enable rapid exploration of pricing, cost, and volume scenarios.

What's included

2 videos2 readings1 assignment

Systematically analyze multiple scenarios to find optimal strategies. You'll learn to compare outcomes across dimensions, identify sweet spots, and understand the drivers behind each scenario's performance.

What's included

1 video2 readings1 assignment

Master the art of trade-off analysis in strategic decision-making. You'll learn to quantify and communicate the tensions between growth and profitability, helping leadership make informed choices.

What's included

2 videos1 reading2 assignments

Transform complex scenario analyses into clear strategic recommendations. You'll learn to present scenarios in ways that acknowledge uncertainty while providing confident guidance for decision-making.

What's included

2 videos1 reading3 assignments

Use Excel's Analysis ToolPak to systematically identify unusual expenses. You'll calculate statistical measures, establish normal ranges, and flag outliers that require investigation.

What's included

2 videos2 readings1 assignment

Create visualizations that make anomalies jump off the page. You'll build box plots, control charts, and heat maps that reveal patterns and outliers human eyes might miss.

What's included

2 videos2 readings1 assignment

Move beyond detection to understanding why anomalies occur. You'll learn to investigate root causes, assess materiality, and separate concerning issues from explainable variations.

What's included

2 videos1 reading1 assignment

Transform your anomaly analysis into action by communicating effectively with stakeholders. You'll craft messages that get responses, build accountability, and drive expense discipline.

What's included

1 video1 reading3 assignments

Demonstrate an understanding of AI-assisted strategic analysis by validating insights, modeling scenarios, and detecting anomalies to inform a major business decision. You'll act as a trusted advisor who leverages AI while maintaining professional skepticism.

What's included

1 video2 readings1 assignment

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

 Microsoft
346 Courses2,654,613 learners

Offered by

Microsoft

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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.