N° 55604A – Using AI and Copilot in the Microsoft Power Platform

Lesson 1 – Introduction to AI and Generative AI

• History of AI
• Is a copilot just a chatbot?
• Copilot stack
• Copilot rollout
• Why Conversational AI?
• Generative AI
• Generative AI in Copilot Studio Powered by Azure OpenAI Service
• Generative Answers

Lesson 2 – Azure AI and Cognitive Services

• Common AI workloads
• Principles of responsible AI
• Machine Learning
• Images and image processing
• Computer vision services
• Image analysis
• Reading text with Optical Character Recognition (OCR)
• Natural language processing
• Analyzing text
• Question answering
• Azure bot service
• Document Intelligence services

Lesson 3 – AI Builder

• AI Builder
• Binary classification (Prediction)
• Form processing
• Object detection
• Text classification
• Business card reader
• AI Builder Licencing

Lab 1: Use AI builder to create Form Processing

Lesson 4 – Build Dataverse tables with Copilot

• Copilot in Microsoft Dataverse

Lab 2: Build Dataverse tables with Copilot

Lesson 5 – Build Power Apps with Copilot

• Build Power Apps with Copilot
• Benefits of Power Apps Copilot

Lab 3: Creating Power Apps Using Microsoft Copilot AI

Lesson 6 – Build Power Automate flows with Copilot

• Copilot in cloud flows

Lab 4: Create an approval flow with Copilot in Power Automate

Lesson 7 – Building Conversational Experiences

• Useful Conversational Experiences
• Ethical considerations
• Qualities of a good conversation
• How to sound conversational
• Requirements Gathering

Lab 5: Build a bot in Microsoft Copilot Studio with the new AI capabilities

Lesson 8 – AI Builder Prompts

• Overview of prompts
• How to build a Prompt
• Human in the loop validation

Lab 6: Generate text with GPT in AI Builder and Power Automate