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The Applied AI and Natural Language Processing Workshop

You're reading from   The Applied AI and Natural Language Processing Workshop Explore practical ways to transform your simple projects into powerful intelligent applications

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800208742
Length 384 pages
Edition 1st Edition
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Authors (3):
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Ruze Richards Ruze Richards
Author Profile Icon Ruze Richards
Ruze Richards
Krishna Sankar Krishna Sankar
Author Profile Icon Krishna Sankar
Krishna Sankar
Jeffrey Jackovich Jeffrey Jackovich
Author Profile Icon Jeffrey Jackovich
Jeffrey Jackovich
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Toc

Table of Contents (8) Chapters Close

Preface
1. An Introduction to AWS 2. Analyzing Documents and Text with Natural Language Processing FREE CHAPTER 3. Topic Modeling and Theme Extraction 4. Conversational Artificial Intelligence 5. Using Speech with the Chatbot 6. Computer Vision and Image Processing Appendix

Serverless Computing

Serverless computing is a relatively new architecture that takes a different spin on the cloud application architecture. Let's start with a traditional on-premise server-based architecture.

Usually, a traditional application architecture starts with a set of computer hardware, a host operating system, virtualization, containers, and an application stack consisting of libraries and frameworks tied together by networking and storage. On top of all this, we write business logic. In essence, to maintain a business capability, we have to maintain the server hardware, operating system patches, updates, library updates, and so forth. We also have to worry about scalability, fault tolerance, and security at the least.

With cloud computing, the application architecture is free of computer hardware as well as having elasticity. We still have to maintain the OS, libraries, patches, and so on. This where serverless computing comes in—in the words of...

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The Applied AI and Natural Language Processing Workshop
Published in: Jul 2020
Publisher: Packt
ISBN-13: 9781800208742
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