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The Azure Cloud Native Architecture Mapbook

You're reading from  The Azure Cloud Native Architecture Mapbook

Product type Book
Published in Feb 2021
Publisher Packt
ISBN-13 9781800562325
Pages 376 pages
Edition 1st Edition
Languages
Authors (2):
Stéphane Eyskens Stéphane Eyskens
Profile icon Stéphane Eyskens
Ed Price Ed Price
Profile icon Ed Price
View More author details

Table of Contents (13) Chapters

Preface 1. Section 1: Solution and Infrastructure
2. Chapter 1: Getting Started as an Azure Architect 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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