AI Builder for Loan Application Prediction in Power Platform Apps
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Questions and Answers

What is the first step you need to perform when using AI Builder to predict loan application approval?

  • Publish the model
  • Import data into Common Data Service (correct)
  • Train the model
  • Use the model in PowerApps or Power Automate

    • Which platform is required for AI Builder when storing and managing business data?

  • Azure Cloud Platform
  • Microsoft Dataverse
  • PowerApps
  • Common Data Service (correct)

    • What is the final step after training and publishing the model when using AI Builder?

  • Export the model
  • Use the model in PowerApps or Power Automate (correct)
  • Train the model again
  • Import more data into Common Data Service

    • Which of the following is NOT a step in implementing an AI Builder solution?

    <p>Use the model in Excel</p> Signup and view all the answers

    What does Common Data Service serve as when using AI Builder?

    <p>Data platform for PowerApps</p> Signup and view all the answers

    Why is it necessary to publish your AI Builder model?

    <p>To allow others to use and benefit from your model</p> Signup and view all the answers

    What should you use to link customer product purchase information from your old POS system to customer accounts and product sales in Dynamics 365 Commerce?

    <p>Microsoft Dataverse</p> Signup and view all the answers

    To share a Power Virtual Agents chatbot with team members for testing before sharing it with customers, what should you use?

    <p>Test chat feature</p> Signup and view all the answers

    If you plan to use Business Card Reader and Sentiment Analysis prebuilt AI models, what should you NOT use for building solutions?

    <p>Dynamics 365 Commerce</p> Signup and view all the answers

    Which component is best suited for implementing logic related to customer interactions in a Power Apps app?

    <p>Business rule</p> Signup and view all the answers

    When sharing a chatbot created in Power Virtual Agents, which method is recommended for initial testing?

    <p>&quot;Try with me&quot; feature</p> Signup and view all the answers

    For building solutions using prebuilt AI models, which of the following is NOT required?

    <p>&quot;Dynamics 365 Commerce&quot;</p> Signup and view all the answers

    What is the primary difference between model-driven apps and canvas apps?

    <p>Canvas apps start with the data model in the Common Data Service.</p> Signup and view all the answers

    How do model-driven apps create UI components?

    <p>By generating them automatically based on core business data.</p> Signup and view all the answers

    Which type of app starts with building up the shape of core business data?

    <p>Model-driven apps</p> Signup and view all the answers

    What is a key feature of canvas apps?

    <p>Crafting a highly tailored interface</p> Signup and view all the answers

    Which type of app allows easy building of business apps by starting with user experience?

    <p>Canvas apps</p> Signup and view all the answers

    In what way are model-driven and canvas apps similar?

    <p>Both share access to the Common Data Service.</p> Signup and view all the answers

    What should the regional sales manager do if sales are not increasing as expected?

    <p>Determine if the new reports are being used</p> Signup and view all the answers

    Which filters can be used for Power BI reports?

    <p>Automatic, manual, external</p> Signup and view all the answers

    In Power BI, what can the regional sales manager use to provide guidance on using reports and dashboards to sales associates?

    <p>Emails</p> Signup and view all the answers

    For Power BI visualizations, what is a feature that helps determine if a statement is true or false?

    <p>Conditional formatting</p> Signup and view all the answers

    Which action can the regional sales manager take to improve productivity based on the information provided?

    <p>Analyze the effectiveness of new reports</p> Signup and view all the answers

    What is an important aspect of creating Power BI reports based on the text?

    <p><em>Ensuring that filters are properly implemented</em></p> Signup and view all the answers

    How can a store manager access the 'Analyze in Excel' option in Power BI?

    <p>Navigate to the report used by the dashboard</p> Signup and view all the answers

    What should a district manager advise store managers if they cannot find the 'Analyze in Excel' option in Power BI dashboard?

    <p>Click on the Spotlight button on any tile in the dashboard</p> Signup and view all the answers

    How can sales managers be provided with near real-time data insights in Power BI?

    <p>Set up alerts for specific thresholds in Power BI</p> Signup and view all the answers

    What action should a district manager take to ensure store managers make informed decisions using Power BI?

    <p>Create and share a comprehensive Power BI dashboard</p> Signup and view all the answers

    What is the correct way for a store manager to track sales and daily sales targets using Power BI?

    <p>Use the 'Analyze in Excel' feature within Power BI Desktop app</p> Signup and view all the answers

    How can a district manager assist a store manager who needs to access detailed sales insights immediately?

    <p>Share a specific link to real-time data dashboards</p> Signup and view all the answers

    Study Notes

    AI Builder

    • When using AI Builder to predict loan application approval, the first step is to prepare the data.
    • AI Builder requires the Common Data Service platform for storing and managing business data.
    • The final step after training and publishing the model is to deploy and integrate the model into a business application.
    • "Designing a user interface" is NOT a step in implementing an AI Builder solution.
    • Common Data Service serves as a data storage and management platform when using AI Builder.
    • Publishing an AI Builder model makes it available for use in business applications.
    • The Data Integration feature should be used to link customer product purchase information from an old POS system to customer accounts and product sales in Dynamics 365 Commerce.
    • To share a Power Virtual Agents chatbot with team members for testing, use the "Share" feature.

    Power Apps

    • The "Business logic" component is best suited for implementing logic related to customer interactions in a Power Apps app.
    • When sharing a chatbot created in Power Virtual Agents, it is recommended to use the "Test in Isolation" method for initial testing.
    • Building solutions using prebuilt AI models does NOT require coding expertise.
    • Model-driven apps create UI components dynamically based on the data model.
    • Model-driven apps start with building up the shape of core business data.
    • A key feature of canvas apps is that they allow easy building of business apps by starting with user experience.
    • Model-driven and canvas apps are similar in that they both support user interaction and data visualization.

    Power BI

    • The regional sales manager should analyze sales data and identify areas for improvement if sales are not increasing as expected.
    • Power BI reports can be filtered by date, geography, and other dimensions.
    • The regional sales manager can use Power BI's "Guided Learning" feature to provide guidance on using reports and dashboards to sales associates.
    • For Power BI visualizations, the "Conditional Formatting" feature helps determine if a statement is true or false.
    • The regional sales manager can take action to improve productivity by analyzing sales data and identifying areas for improvement.
    • An important aspect of creating Power BI reports is to ensure they are accurate and up-to-date.
    • To access the "Analyze in Excel" option in Power BI, a store manager should ensure that they have the necessary permissions.
    • If a store manager cannot find the "Analyze in Excel" option, the district manager should advise them to check their permissions.
    • Sales managers can be provided with near real-time data insights in Power BI by using Power BI's real-time data capabilities.
    • A district manager should ensure that store managers make informed decisions using Power BI by providing them with accurate and up-to-date sales data.
    • A store manager can track sales and daily sales targets using Power BI by creating custom dashboards and reports.
    • A district manager can assist a store manager who needs to access detailed sales insights immediately by providing them with real-time sales data.

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    Description

    Test your knowledge on implementing an AI Builder solution for predicting loan application approvals/rejections using historical client data in Power Platform apps. Learn the steps to use AI Builder for this predictive analysis.

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