August 2025
Intermediate to advanced
276 pages
6h 16m
English
Content preview from Hands-On MLOps on Azure
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8
Notification and Alerting in MLOps
In the dynamic world of machine learning operations (MLOps), staying informed about critical events and changes is paramount to maintaining efficient and reliable systems. This chapter delves into the crucial aspect of notification and alerting within the MLOps framework, building upon the monitoring concepts discussed in the previous chapter. As ML models become increasingly integral to business operations, the ability to respond promptly to various events throughout the ML lifecycle becomes a key differentiator in operational excellence.
This chapter will guide you through the process of setting up comprehensive notification and alerting systems tailored for MLOps. We’ll explore the available AML lifecycle ...
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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.