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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Installing partner software on RedHat ODS

In order to complete our MLOps platform, we will need to install additional tools to OpenShift to complement the features of ODS. Several tools are considered partner software of the ODS platform. These software products are listed in the ODS console and can be viewed by clicking the Explore menu item in the ODS console, as shown in Figure 2.34:

Figure 2.34 – ODS console showing partner software

One of the things that you will need to complete the MLOps platform is data versioning, and you will need data lineage too. We will use Pachyderm for this need.

Pachyderm is a powerful OSS tool designed to manage data in modern data pipelines. It serves as a data versioning and lineage system, enabling efficient tracking and control of data changes throughout the data processing life cycle.

With Pachyderm, you can easily keep track of modifications made to your data, similar to how version control systems ...

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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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