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The Azure Cloud Native Architecture Mapbook

You're reading from   The Azure Cloud Native Architecture Mapbook Explore Microsoft Cloud's infrastructure, application, data, and security architecture

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Product type Paperback
Published in Feb 2021
Publisher Packt
ISBN-13 9781800562325
Length 376 pages
Edition 1st Edition
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Authors (3):
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Stéphane Eyskens Stéphane Eyskens
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Stéphane Eyskens
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Table of Contents (13) Chapters Close

Preface 1. Section 1: Solution and Infrastructure
2. Chapter 1: Getting Started as an Azure Architect FREE CHAPTER 3. Chapter 2: Solution Architecture 4. Chapter 3: Infrastructure Design 5. Chapter 4: Infrastructure Deployment 6. Section 2: Application Development, Data, and Security
7. Chapter 5: Application Architecture 8. Chapter 6: Data Architecture 9. Chapter 7: Security Architecture 10. Section 3: Summary
11. Chapter 8: Summary and Industry Scenarios 12. Other Books You May Enjoy

Introducing AI solutions

AI has been on everyone's lips for many years now. In this section, we will review the most important AI concepts and their corresponding Azure services.

Figure 6.14 is a summary of Azure's AI landscape:

Figure 6.14 – AI solutions in Azure

Figure 6.14 – AI solutions in Azure

We say this is a summary because Azure Cognitive Services (alone) can be regrouped into about 20 different services. We already talked about most of these services, but this time we will take the AI-specific angle. Let's start with the machine learning and deep learning options.

Understanding machine learning and deep learning

The services depicted in Figure 6.15 are quite close, in terms of capabilities, and they are all intermingled. This makes it very hard to position them for a specific use case:

Figure 6.15 – Machine learning in Azure

Figure 6.15 – Machine learning in Azure

The only no-brainer is Azure Cognitive Services (ACS), a full set of pre-built AI capabilities...

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