PL-7004: Implement AI models with Microsoft AI Builder
Learn how to to automate document workflows, recognize text, and predict outcomes. Gain hands-on expertise with AI Builder in Power Apps and Power Automate, driving smarter, AI-powered business solutions.
This course guides you in leveraging AI Builder to automate document processing, recognize text, and make predictions. Through hands-on labs and projects, you'll create and integrate custom AI models with Power Apps and Power Automate for efficient, AI-driven workflows. Develop skills to streamline approvals, automate repetitive tasks, and enhance app functionality with prebuilt and custom AI models in Power Platform.
Course Objectives:
- Automate document processing with AI Builder’s prepackaged solution.
- Create custom document processing models and integrate them into workflows.
- Differentiate between custom and prebuilt AI Builder models for Power Apps.
- Implement AI Builder Text recognition for business applications.
- Build a prediction model and apply it within a model-driven app.
- Design Power Automate flows using AI models for streamlined approvals.
Prerequisites:
You should be familiar with the Microsoft Power Platform Environment Maker role, Power Platform apps, Power Automate cloud flows and Dataverse.
Target Audience:
Power Platform App Maker
Course Outline:
- Understand which scenarios are addressed in document automation.
- Learn what you can accomplish with document automation.
- Explore how automating document processing can help save time.
- Create your first Document processing model.
- Learn how to use your Document processing models in Power Apps and Power Automate.
- Learn about the difference between custom and prebuilt AI Builder models.
- Examine AI Builder models that are available for model-driven apps in Power Apps.
- Examine AI Builder models that are available for canvas apps in Power Apps.
- Integrate AI Builder Text recognition.
- Identify how to use AI Builder Text recognition within Microsoft Power Platform.
- Evaluate which business problems can be solved by AI Builder Text recognition.
- Develop a simple flow with Power Automate that uses AI Builder Text recognition.
- Practice processing files from a OneDrive folder and saving recognized text to Microsoft Dataverse.
- Develop a Power Apps application that will use AI Builder Text recognition.
- Practice retrieving recognized text.
- Learn about the AI Builder prediction model.
- Discover the different outcome patterns.
- Learn about historical data selection.
- Create a prediction model.
- Use the prediction model in a model-driven app.
- Lab: Build a prediction model and use it in a model-driven app
- Create document processing model - Create a Power Automate flow that consumes your document processing model for approvals
- Lab: Create the invoice Processing Model
- Lab: Build an approval email that uses the Invoice Processor model
Prepare for your Applied Skills credential
This one-day, instructor-led training is recommended as preparation for the assessment Implement AI models with Microsoft Power Platform AI Builder.
Microsoft Applied Skills is a new scenario-based credential that proves your proficiency in skill sets specific to critical business problems, so you can make a bigger impact on your projects, your organization, and your career.
