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You're reading from  MLOps with Red Hat OpenShift

Product typeBook
Published inJan 2024
PublisherPackt
ISBN-139781805120230
Edition1st Edition
Concepts
Machine Learning
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Authors (2):
Ross Brigoli
Ross Brigoli
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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
author image
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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To get the most out of this book

You will need a basic knowledge of Kubernetes or OpenShift and basic Python coding skills on Jupyter Notebooks. Most activities are done using the web-based graphical user of Red Hat OpenShift and Red Hat OpenShift Data Science. However, specific steps require running Linux commands and interacting with the OpenShift API. Lastly, we recommend that you perform the exercises in this book to get a hands-on experience of the platform.

Software/hardware covered in the book

Operating system requirements

AWS CLI (aws)

Windows, macOS, or Linux

Red Hat OpenShift Client (oc)

Windows, macOS, or Linux

The software listed above must be installed on your local machine. These are used to interact with the platform from your client computer. The rest of the interaction with the platform is through the OpenShift web console and the Red Hat OpenShift Data Science web console.

If you are using the digital version of this book, we advise you to type the code yourself or access the code from the book’s GitHub repository (a link is available in the next section). Doing so will help you avoid any potential errors related to the copying and pasting of code.

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MLOps with Red Hat OpenShift
Published in: Jan 2024Publisher: PacktISBN-13: 9781805120230
© 2024 Packt Publishing Limited All Rights Reserved

Authors (2)

author image
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

author image
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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