Microsoft Dynamics 365 and Power Platform Artificial Intelligence with Copilot
This course is designed to provide an insight into the benefits gained through the implementation of Artificial Intelligence features in the Microsoft Power Platform.
Description
Attendees of this course will gain an in-depth understanding of how to leverage the Artificial Intelligence features of the Power Platform to increase efficiencies and productivity in every day work.
Course Outline
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 Virtual 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