Building Smart Solutions with AI Builder and Microsoft Syntex

COURSE OUTLINE

What is Artificial Intelligence

• Artificial Intelligence or AI is a term frequently used and overused. This brief introduction will give you an idea what AI is and how it can help your organization with recurring business problems.

Introducing AI Builder in Power Platform

• AI Builder is a central service that can be used throughout the Power Platform. This module introduces the Power Platform and the AI Builder tool to embed AI into your Power Apps and Power Automate flows.

Train your Model with Microsoft Dataverse

• Before we can use AI models, we first need to train them. This module covers how to prepare data that will be used to train the model.

Using AI Models in Power Platform

• Creating and training your models is one thing, implementing them correctly is another. You need to build Power Apps Canvas Apps or Power Automate flows so your models can flourish.

AI Builder Prediction Models

• Microsoft Dataverse is an integral tool for makers, included in the Power Platform. Data stored there can be processed to predict hard-to-measure or time-critical data. AI Can help us process that information and predict this metadata.

Document-Based Models

• Every day, invoices, receipts, IDs, and a bunch of other documents need to be processed and stored in your company. With document-based AI models, you can process these in an automated way and store the extracted data wherever you like.

SharePoint Document Processing in Microsoft Syntex

• Microsoft Syntex is a Content Understanding and Processing service that uses AI to find and organize your documents. Rather than manually uploading hundreds of documents and extracting metadata manually, Microsoft Syntex can automate that process for you.

Image Detection and Classification

• By training your own AI Models on predefined data, you can allow processes to automatically classify images or even detect your organization-specific objects in these images.

Managing AI Builder Models

• Your custom trained models always have room for improvement. In this module, you will learn how you can manage your custom models, retrain them, or even share them with your colleagues or others. You will also learn how to add security to your models.