Implement AI models with Microsoft Power Platform AI Builder

48

LESSONS

INT

SKILL LEVEL

4:04 hr

DURATION

ENGLISH

AUDIO

ENG

SUBTITLES

OVERVIEW

This course covers the skills that you need to use the pre-built and custom models in AI Builder, part of the Power Platform.

Learn how to:

  • Extract information from invoices, documents, receipts, identity documents, business cards, contracts and health insurance cards,
  • Extract all the text in photos and PDF documents,
  • Detect positive, negative or neutral sentiment in text data,
  • Classify customer feedback into categories,
  • Extract key elements from text and classify them into categories (Entity extraction),
  • Extract most relevant words and phrases from text,
  • Detect the predominant language of a text document,
  • Predict future outcomes from historical data,
  • Detect custom objects in images, and
  • Generate description of an image.

On completion, you will have a solid understanding of how to use prebuilt models and create custom models in AI Builder.

WHO IS THE COURSE FOR?

This is for you if you want to use AI in your canvas Power Apps and Power Automate flows.

LEARNING PATH

INSTALLING POWER APPS

  • Signing up for Power Apps.
  • Create a new Environment.
  • Enabling AI Builder, and loading a solution.

USING AI BUILDER IN CANVAS POWER APPS

  • Using AI Builder models in canvas Power Apps.
  • Using AI Builder components into canvas Power Apps.
  • Using prebuilt models within Power Automate.

CREATING CUSTOM MODELS

  • Text Category model.
  • Entity Extraction model.
  • Document Processing model (previously known as the Form Processing model)
  • Object Detection model
  • Prediction model

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REVIEWS

To be added.

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