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Power Platform and the AI Revolution

You're reading from  Power Platform and the AI Revolution

Product type Book
Published in May 2024
Publisher Packt
ISBN-13 9781835086360
Pages 356 pages
Edition 1st Edition
Languages
Author (1):
Aaron Guilmette Aaron Guilmette
Profile icon Aaron Guilmette
Toc

Table of Contents (16) Chapters close

Preface 1. Chapter 1: Introduction to AI Services 2. Chapter 2: Configuring an Environment to Support AI Services 3. Chapter 3: Talking to ChatGPT 4. Chapter 4: Using ChatGPT and Copilot to Create Flows and Apps 5. Chapter 5: Bootstrapping a Power App with Copilot 6. Chapter 6: Processing Data with Sentiment Analysis 7. Chapter 7: Using Power Automate and AI to Build PowerPoint Presentations 8. Chapter 8: Building an Event Registration App with Identity Verification 9. Chapter 9: Implementing an AI-Enabled Resume Screener 10. Chapter 10: Crafting an Executive Summary with GPT 11. Chapter 11: Using AI to Tag Images in a SharePoint Library 12. Chapter 12: Creating a Generative AI-Based Bot 13. Chapter 13: Publishing a Generative AI-based Bot 14. Index 15. Other Books You May Enjoy

What this book covers

Chapter 1, Introduction to AI Services, introduces some of the basic concepts of AI.

Chapter 2, Configuring an Environment to Support AI Services, walks through the steps necessary to activate subscriptions and enable AI services in your environment.

Chapter 3, Talking to ChatGPT, introduces interacting with ChatGPT.

Chapter 4, Using ChatGPT and Copilot to Create Flows, demonstrates how to use AI to assist in creating Power Automate flows.

Chapter 5, Bootstrapping a Power App with Copilot, focuses on the power of Copilot to help design and modify a basic Power App through a conversational interface.

Chapter 6, Processing Data with Sentiment Analysis, shows how to leverage a machine learning capability to analyze text and then trigger actions based on a positive, negative, or neutral sentiment.

Chapter 7, Using Power Automate and AI to Build PowerPoint Presentations, explores the use of Power Automate and ChatGPT to create a PowerPoint presentation based on content sourced from the internet.

Chapter 8, Building an Event Registration App with Identity Verification, shows how to process government-issued identity documents to verify the identity of a registrant and then send automated meeting confirmations.

Chapter 9, Implementing an AI-Enabled Resume Screener, combines the power of document recognition, entity extraction, and a GPT service to process a submitted resume and evaluate whether it’s a good fit against a particular job description.

Chapter 10, Creating an Executive Summary with GPT, demonstrates how to use GPT to generate an executive summary of a document and then insert it into a document or presentation.

Chapter 11, Using AI to Tag Images in a SharePoint Library, shows how to use the Azure Computer Vision service to categorize images based on content and then update a document library with descriptions and tags.

Chapter 12, Creating a Generative AI-Based Bot, explores the new Copilot Studio interface to create conversational bots that can provide answers through both ChatGPT and by reasoning over a set of document content.

Chapter 13, Publishing a Generative AI-Based Bot, leverages the conversation bot created in Chapter 12 and walks through making the bot available for end users.

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