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The Artificial Intelligence Infrastructure Workshop

You're reading from   The Artificial Intelligence Infrastructure Workshop Build your own highly scalable and robust data storage systems that can support a variety of cutting-edge AI applications

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Product type Paperback
Published in Aug 2020
Publisher Packt
ISBN-13 9781800209848
Length 732 pages
Edition 1st Edition
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Authors (6):
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Bas Geerdink Bas Geerdink
Author Profile Icon Bas Geerdink
Bas Geerdink
Chinmay Arankalle Chinmay Arankalle
Author Profile Icon Chinmay Arankalle
Chinmay Arankalle
Kunal Gera Kunal Gera
Author Profile Icon Kunal Gera
Kunal Gera
Kevin Liao Kevin Liao
Author Profile Icon Kevin Liao
Kevin Liao
Gareth Dwyer Gareth Dwyer
Author Profile Icon Gareth Dwyer
Gareth Dwyer
Anand N.S. Anand N.S.
Author Profile Icon Anand N.S.
Anand N.S.
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Table of Contents (14) Chapters Close

Preface
1. Data Storage Fundamentals 2. Artificial Intelligence Storage Requirements FREE CHAPTER 3. Data Preparation 4. The Ethics of AI Data Storage 5. Data Stores: SQL and NoSQL Databases 6. Big Data File Formats 7. Introduction to Analytics Engine (Spark) for Big Data 8. Data System Design Examples 9. Workflow Management for AI 10. Introduction to Data Storage on Cloud Services (AWS) 11. Building an Artificial Intelligence Algorithm 12. Productionizing Your AI Applications Appendix

Interacting with Cloud Storage

Cloud storage allows developers to store data on the internet through cloud computing providers. Instead of storing and managing data locally, cloud providers manage and operate data storage as a service, which removes the needs for buying or managing your own data storage infrastructure. Thus, this allows you to access your data anytime and anywhere globally.

We are in the era of a data-driven world, and many businesses are heavily relying on data, whether it's for decision making or building intelligence systems. For companies whose business models rely on data, there are three fundamental requirements for data storage solutions: durability, availability, and security. It's extremely costly to operate a data storage infrastructure with those requirements but very cost-efficient to directly use a cloud data storage service. The benefits of using cloud data storage are not only getting those requirements met but also having backup, disaster...

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