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Implementing Cloud Design Patterns for AWS

You're reading from   Implementing Cloud Design Patterns for AWS Solutions and design ideas for solving system design problems

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Product type Paperback
Published in Apr 2019
Publisher Packt
ISBN-13 9781789136203
Length 274 pages
Edition 2nd Edition
Tools
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Authors (4):
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Clive Harber Clive Harber
Author Profile Icon Clive Harber
Clive Harber
Sean Keery Sean Keery
Author Profile Icon Sean Keery
Sean Keery
Rick Farmer Rick Farmer
Author Profile Icon Rick Farmer
Rick Farmer
Marcus Young Marcus Young
Author Profile Icon Marcus Young
Marcus Young
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Toc

Table of Contents (18) Chapters Close

Preface 1. Section 1: The Basics
2. Introduction to Amazon Web Services FREE CHAPTER 3. Core Services - Building Blocks for Your Product 4. Availability Patterns - Understanding Your Needs 5. Security - Ensuring the Integrity of Your Systems 6. Section 2: DevOps Patterns
7. Continuous Deployment - Introducing New Features with Minimal Risk 8. Ephemeral Environments - Sandboxes for Experiments 9. Operation and Maintenance - Keeping Things Running at Peak Performance 10. Application Virtualization - Using Cloud Native Patterns for Your Workloads 11. Antipatterns - Avoiding Counterproductive Solutions 12. Section 3: Persistence Patterns
13. Databases - Identifying Which Type Fits Your Needs 14. Data Processing - Handling Your Data Transformation 15. Observability - Understanding How Your Products Are Behaving 16. Anti-Patterns - Bypassing Inferior Options 17. Other Books You May Enjoy

Summary

In this chapter, we've covered a great detail of content. We've looked at several tools that will help you to build ML, DL, or AI models and we've looked at how to use Terraform to add them to your infrastructure. Where the tools are on the cutting edge of Terraform, we've noted that too.

You've also explored some of the concepts around machine learning, deep learning, and AI.

The content covered in this chapter, even though brief, provides a foundation to each of the topics and provides enough information to get started with integrating the tools into your infrastructure.

Next, you'll explore how to monitor your infrastructure and the applications that are housed there.

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