Microsoft Power Platform Artificial Intelligence with Copilot

Module 1: Introduction

This module introduces the concept of implementing AI tools together with building an analytics environment for gaining insights into data held within the Dataverse. You will learn about the tools and resources that are available as well as best practice methodologies and fundamentals.

Lessons

• Objectives
• AI Overview
• Tools and Possibilities
• Dynamics 365 Artificial Intelligence
• Microsoft Copilot
• The Power Platform AI Models and AI Builder

Lab: Orientation

• Set up your Lab
• Configure your environment

Module 2: Building Apps with Copilot 

This module introduces Microsoft Copilot and how AI has become the ultimate game changer for App development in Power Apps, Power Automate and Power Virtual Agents.

Lessons

• Objectives
• Building Power Apps with Copilot
• Building Power Automate Flows with Copilot
• Building Power Virtal Agents with Copilot 

Lab: Copilot

• Build a Power App with Copilot
• Use natural language in Power Automate
• Build Chatbots that use natural language 

Module 3: Document Processing AI Model

This module introduces you to the Power Platform AI Models. You will learn how to utilize the AI Builder to build a Document Processing AI Model that showcases practical implementation in a realistic scenario.

Lessons

• Objectives
• Introduction to the AI Builder
• Document Processing

Lab: Implement Document Processing

• Configuring the AI Builder
• Build a Document Processing AI Model

Module 4: Object Detection AI Model

This module introduces you to the Power Platform AI Models. You will learn how to utilize the AI Builder to build a Object Detection AI Model that showcases practical implementation in a realistic scenario.

Lessons

• Objectives
• Introduction to the AI Builder
• Object Detection

Lab: Implement Object Detection

• Configuring the AI Builder
• Build an Object Detection AI Model

Module 5: Prediction AI Model

This module introduces you to the Power Platform AI Models. You will learn how to utilize the AI Builder to build a Prediction AI Model that showcases practical implementation in a realistic scenario.

Lessons

• Objectives
• Introduction to the AI Builder
• Prediction

Lab: Implement Prediction

• Configuring the AI Builder
• Build a Prediction AI Model

Module 6: Text Classification AI Model

This module introduces you to the Power Platform AI Models. You will learn how to utilize the AI Builder to build a Text Classification AI Model that showcases practical implementation in a realistic scenario.

Lessons

• Objectives
• Introduction to the AI Builder
• Text Classification

Lab: Implement Text Classification

• Configuring the AI Builder
• Build a Text Classification AI Model

Module 7: Entity Extraction AI Model

This module introduces you to the Power Platform AI Models. You will learn how to utilize the AI Builder to build a Entity Extraction AI Model that showcases practical implementation in a realistic scenario.

Lessons

• Objectives
• Introduction to the AI Builder
• Entity Extraction

Lab: Implement Entity Extraction

• Configuring the AI Builder
• Build an Entity Extraction AI Model