Building intelligent apps with .NET and Azure AI services : start your journey in building intelligent solutions / Ashirwad Satapathi
- Author
- Satapathi, Ashirwad
- Published
- New York, NY : Apress, [2024]
- Edition
- [First edition].
- Physical Description
- 1 online resource (209 pages) : illustrations
Access Online
- Contents
- Intro -- Table of Contents -- About the Author -- About the Technical Reviewer -- Chapter 1: Introduction -- Structure -- Objectives -- What Is Artificial Intelligence? -- Introduction to Azure AI Services -- A Quick Tour of Azure AI Services -- Azure AI Search -- Azure OpenAI -- Language -- Speech -- Translator -- Bot Service -- Content Safety -- Document Intelligence -- Immersive Reader -- Video Indexer -- Vision -- Custom Vision -- Face -- Summary -- Chapter 2: Build a Language-Based Document Classifier with Azure Functions -- Structure -- Objectives, Introduction to Azure AI Language Service -- Problem Statement -- Proposed Solution -- Create an Azure AI Language Service -- Create an Azure Storage Account -- Create a Language-Based Document Classifier with Azure Functions -- Test the Language-Based Document Classifier Function -- Summary -- Chapter 3: Build a Multi-language Text Translator App with Azure Functions -- Structure -- Objectives -- Introduction to Azure AI Translator Service -- Problem Statement -- Proposed Solution -- Create an Azure AI Translator Service -- Create a Multi-language Text Translator App, Test the Multi-language Text Translator Function with Postman -- Summary -- Chapter 4: Build a Desktop App with .NET MAUI to Generate Texts from Audio Files -- Structure -- Objectives -- Introduction to Azure AI Speech Service -- Problem Statement -- Proposed Solution -- Create an Azure AI Speech Service -- Create a Desktop App with .NET MAUI to Generate Texts from Audio Files -- Test the .NET MAUI App -- Summary -- Chapter 5: Build a Desktop App with .NET MAUI to Extract Text from Images -- Structure -- Objectives -- Introduction to Azure AI Vision Service -- Problem Statement, Proposed Solution -- Create an Azure AI Computer Vision Service -- Create a Desktop App with .NET MAUI to Extract Text from Images -- Test the .NET MAUI App -- Summary -- Chapter 6: Build a Web App to Extract Data from Invoices Using Azure AI Document Intelligence -- Structure -- Objectives -- Introduction to Azure AI Document Intelligence Service -- Problem Statement -- Proposed Solution -- Create an Azure AI Document Intelligence Service -- Build a Web App to Extract Data from Receipts Using Azure AI Document Intelligence -- Test the Web App -- Summary, and Chapter 7: Build a Content-Flagging App with Azure AI Content Safety -- Structure -- Objectives -- Introduction to Azure AI Content Safety Service -- Problem Statement -- Proposed Solution -- Create an Azure AI Content Safety Service -- Build a Content-Flagging App with Azure AI Content Safety Service -- Test the Content-Flagging App -- Summary -- Chapter 8: Build a Text Summarizer with Azure OpenAI -- Structure -- Objectives -- Introduction to Azure OpenAI Service -- Problem Statement -- Proposed Solution -- Create an Azure OpenAI Service -- Build a Text Summarizer with Azure OpenAI
- Summary
- This comprehensive book equips you with the knowledge and skills you need to develop intelligent solutions by leveraging the capabilities of Azure AI Services. The book adopts a practical and example-based approach to help you easily grasp the subject matter and apply it effectively. The book begins by covering essential topics that lay the foundation for understanding Azure AI Services. You will know how to provision Azure AI Services and seamlessly integrate them into your .NET applications. Through detailed and illustrative examples, you will be guided step-by-step in building intelligent solutions that target a range of platforms. In addition to the core concepts, the book delves into various AI services, offering practical guidance on building solutions for a wide array of scenarios. From text translation to image classification, you will learn how to harness the power of Azure AI Services to solve complex problems. The book presents near-production scenarios and includes carefully crafted lab exercises to provide you with a hands-on learning experience.
- Subject(s)
- Genre(s)
- ISBN
- 9798868804359 (electronic bk.)
9798868804342 - Note
- Includes index.
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