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|a Demystifying Azure AI :
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|a Explore artificial intelligence offerings by Microsoft Azure, along with its other services. This book will help you implement AI features in various Azure services to help build your organization and customers. The book starts by introducing you to the Azure Cognitive Search service to create and use an application. You then will learn the built-in automatic tuning intelligence mechanism in Azure SQL Database. This is an important feature you can use to enable Azure SQL Database to optimize the performance of your queries. Next, you will go through AI services with Azure Integration Platform service and Azure Logic Apps to build a modern intelligent workflow in your application. Azure functions are discussed as a part of its server-less feature. The book concludes by teaching you how to work with Power Automate to analyze your business workflow. After reading this book, you will be able to understand and work with different Azure Cognitive Services in AI. You will: Get started with Azure Cognitive Search service Use AI services with Low Code - Power Automate Use AI services with Azure Integration services Use AI services with Azure Server-less offerings Use automatic tuning in Azure SQL database.
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|a Intro -- Table of Contents -- About the Author -- About the Technical Reviewer -- Acknowledgments -- Chapter 1: Working with Azure Cognitive Search -- Introduction to Azure Cognitive Search -- Ingest -- Enrich -- Explore -- Creating Azure Cognitive Search -- Prerequisites -- Ingest -- Search Explorer -- Creating a Search App -- Summary -- Chapter 2: AI and Back-End Service Offerings -- Introduction to Azure SQL Database -- Intelligent Insights -- Automatic Tuning -- Working with Automatic Tuning -- Automatic Tuning Options -- Enabling Automatic Tuning -- Enabling on Azure SQL Server
|
505 |
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|
|a Creating an Azure Function to Blur Faces -- Creating an Integration Account and Uploading the Transformation -- Creating a Face API Subscription -- Creating the Logic App -- Testing the Workflow -- Summary -- Chapter 4: AI Services with Serverless Offerings -- Serverless Computing -- Serverless Azure Functions -- Infusing Azure AI -- Content Moderator -- Creating Azure Blob Storage -- Creating Content Moderator -- Creating Azure Function -- What You Can Do -- A Must Read -- Summary -- Chapter 5: AI with Low Code -- Low-Code Platform -- Why Choose Low Code -- Power Platform -- Power Apps
|
505 |
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|
|a Creating Azure SQL Server Database -- Enabling on Azure SQL Database -- Viewing Automatic Tuning Recommendations -- Azure Automation Account -- Sent Email Notification with Recommendations -- Summary -- Chapter 3: Working with Azure iPaaS -- What Is Integration? -- Expectations from an Integration Platform -- What Is iPaaS? -- Azure Integration Services -- Azure API Management -- Azure Logic Apps -- Azure Functions -- Azure Service Bus -- Azure Event Grid -- Modern-Day Intelligent Workflows -- Illegal Parking Management -- Creating a Resource Group and Storage Account
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|a Power Automate -- Power BI -- Power Virtual Agents -- Working with Power Automate -- Azure AI Services -- Face Detection -- Creating Face Service -- Computer Vision -- Text Analytics -- Summary -- Index
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|d Berkeley, CA : Apress L.P., ©2020
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