You're reading from MLOps with Red Hat OpenShift

Product typeBook

Published inJan 2024

PublisherPackt

ISBN-139781805120230

Edition1st Edition

Concepts

Machine Learning

Authors (2):

Ross Brigoli

Faisal Masood

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The advantages of the cloud

Cloud computing provides on-demand delivery of IT resources such as servers, networks, storage, databases, and all higher-level application services via the internet with a pay-as-you-go pricing model. The prominent vendors for the cloud are Amazon Web Services (AWS), Microsoft Azure, and Google Cloud, and they all provide usage-based pricing.

The cloud has many benefits, but the top three are agility, innovation, and cost savings. Let’s take a brief look at all three.

Agility ensures that the teams can experiment with new ideas quickly and frequently. That’s because the speed your team can deliver software is higher when the team doesn’t wait for IT to provision infrastructure. This makes the foundation of autonomous product teams, where they can release products, collect feedback, and improve the software to meet your customers’ needs.

Agility powers your team to focus on business competence instead of using the time...

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MLOps with Red Hat OpenShift

Published in: Jan 2024Publisher: PacktISBN-13: 9781805120230

Authors (2)

Ross Brigoli

Ross Brigoli is a consulting architect at Red Hat, where he focuses on designing and delivering solutions around microservices architecture, DevOps, and MLOps with Red Hat OpenShift for various industries. He has two decades of experience in software development and architecture.
Read more about Ross Brigoli

Faisal Masood

Faisal Masood is a cloud transformation architect at AWS. Faisal's focus is to assist customers in refining and executing strategic business goals. Faisal main interests are evolutionary architectures, software development, ML lifecycle, CD and IaC. Faisal has over two decades of experience in software architecture and development.
Read more about Faisal Masood

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