Microsoft Power Platform AI Builder
WHAT YOU WILL LEARN
This one-day express training is designed to equip participants with fundamental skills to develop custom AI models using Microsoft Power Platform AI Builder. It covers the essential steps of understanding models available to be trained and tested, as well as using the Process Advisor. This overview training is best for participants who want to know Microsoft Power Platform AI Builder as promptly as possible and dive right into creating a custom AI model and immediately test it in Power Apps or Power Automate.
OBJECTIVES
After completing this workshop, participants will be able to:
Start familiarizing with AI Builder
Creating custom AI models using a few AI algorithms
Training the custom models and publishing them
Create a Power Apps app or Power Automate flow to test the usage of the AI models
PREREQUISITES
This workshop is for beginners and users with little or no exposure to basic programming concepts, little or no knowledge of workflows technology, little or no knowledge of AI or machine learning technologies. Simply put, it is for every walk of life!
COURSE CONTENTS
Module 1: Introduction to AI Builder
What is AI Builder?
Understanding different categories of AI models in AI Builder
Getting the AI Builder licence ready for your tenant
Module 2: Binary classification (Prediction)
Understanding binary classification which is now known as Prediction
Lab:
Building a prediction model
Training and publishing the model
Creating a model-driven app to review the prediction result
Module 3: Performing Object detection
Understanding object detection to identify selected objects in images
Lab:
Building an objection detection model
Training and publishing the model
Create a canvas app to use the object detection model to identify objects from available images
Module 4: Using Business Card Reader
Understanding the functionality of the business card reader
Lab:
Create a canvas app
Connecting to data in Microsoft Dataverse
Adding a business card reader control
Test the canvas app by capturing a business card using the camera or from an image