June 2022
Intermediate to advanced
384 pages
8h 5m
English
Content preview from Machine Learning on Kubernetes
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Chapter 2: Understanding MLOps
Most people from software engineering backgrounds know about the term development-operations (DevOps). To us, DevOps is about collaboration and shared responsibilities across different teams during the software development life cycle (SDLC). The teams are not limited to a few information technology (IT) teams; instead, it involves everyone from the organization who is a stakeholder in the project. No more segregation between building software (developers' responsibility) and running it in production (operations' responsibility). Instead, the team owns the product. DevOps is popular because it helps teams increase the velocity and reliability of the software being developed.
In this chapter, we will cover the following ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.