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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
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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
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Chris Seferlis
Christopher Nellis Christopher Nellis
Author Profile Icon Christopher Nellis
Christopher Nellis
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Toc

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

Summary

In this chapter, we have seen an introduction to Ocean Smart, with some of the reasons it is using AI for optimizing operations, improving the customer experience, and increasing sales. We also discussed why the company chose to build solutions using cognitive services rather than building applications from scratch, and why it is enhancing the ML models over time for better accuracy. We wanted to give an overview of the types of scenarios that are common in many organizations where cognitive services can be quickly and easily implemented for almost immediate business value. Of course, not all of the solutions will be identical to what you are facing in your organization, but the intent is to give you the ability to get an understanding of how the technology works for each of the scenarios and tailor this to your own situation.

In Chapter 2, Why Azure Cognitive Services?, we will elaborate further on the Azure cognitive services we have briefly discussed in the prior section, with more detailed examples and use cases for each service that are commonly helping organizations.

You have been reading a chapter from
Practical Guide to Azure Cognitive Services
Published in: May 2023
Publisher: Packt
ISBN-13: 9781801812917
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