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Practical Guide to Azure Cognitive Services

You're reading from   Practical Guide to Azure Cognitive Services Leverage the power of Azure OpenAI to optimize operations, reduce costs, and deliver cutting-edge AI solutions

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781801812917
Length 454 pages
Edition 1st Edition
Tools
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Authors (3):
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Andy Roberts Andy Roberts
Author Profile Icon Andy Roberts
Andy Roberts
Chris Seferlis Chris Seferlis
Author Profile Icon Chris Seferlis
Chris Seferlis
Christopher Nellis Christopher Nellis
Author Profile Icon Christopher Nellis
Christopher Nellis
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Table of Contents (22) Chapters Close

Preface 1. Part 1: Ocean Smart – an AI Success Story
2. Chapter 1: How Azure AI Changed Ocean Smart FREE CHAPTER 3. Chapter 2: Why Azure Cognitive Services? 4. Chapter 3: Architectural and Cost Optimization Considerations 5. Part 2: Deploying Next-Generation Knowledge Mining Solutions with Azure Cognitive Search
6. Chapter 4: Deriving Value from Knowledge Mining Solutions in Azure 7. Chapter 5: Azure Cognitive Search Overview and Implementation 8. Chapter 6: Exploring Further Azure Cognitive Services for Successful KM Solutions 9. Chapter 7: Pulling It All Together for a Complete KM Solution 10. Part 3: Other Cognitive Services That Will Help Your Company Optimize Operations
11. Chapter 8: Decluttering Paperwork with Form Recognizer 12. Chapter 9: Identifying Problems with Anomaly Detector 13. Chapter 10: Streamlining the Quality Control Process with Custom Vision 14. Chapter 11: Deploying a Content Moderator 15. Chapter 12: Using Personalizer to Cater to Your Audience 16. Chapter 13: Improving Customer Experience with Speech to Text 17. Chapter 14: Using Language Services in Chat Bots and Beyond 18. Chapter 15: Surveying Our Progress 19. Chapter 16: Appendix – Azure OpenAI Overview 20. Index 21. Other Books You May Enjoy

Preface

Azure Cognitive Services is a set of pre-built AI solution APIs that can be leveraged from existing applications, allowing customers to take advantage of Microsoft’s award-winning vision, speech, text, and decision AI capabilities. Developers working with Azure Cognitive Services will be able to get hands-on with this practical guide and deploy AI solutions. The book provides industry-specific examples of implementations to get you into production in no time. You’ll begin with an overview of how Azure Cognitive Services have been categorized and the benefits of embracing AI solutions for practical business applications. Next, we’ll dive into Ocean Smart, a technically advanced seafood distributor that has adopted all the benefits the Azure platform has to offer by using Cognitive Services to attain operational efficiencies and predictive capabilities. Later, you’ll learn how they implemented the Vision capabilities for quality control, Forms Recognizer to streamline supply chain nuances, Language Understanding to improve their customer service, Cognitive Search for a next-generation knowledge mining solution, and so on. By the end of this book, you will be able to implement various Cognitive Services solutions that will help you to drive efficiencies, reduce costs, and improve the customer experience at your organization.

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