August 2025
Intermediate to advanced
276 pages
6h 16m
English
Content preview from Hands-On MLOps on Azure
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Index
A
advanced alerting 169
alert management
alert fatigue, avoiding 171, 172
appropriate alert thresholds, setting 171
best practices 170
model deployment failure alerts, refining 172, 173
alerts
extending, to multiple workspaces 166
integrating, with incident management 170
Amazon SageMaker CLI
reference link 27
Amazon Web Services (AWS) 208
Amazon Web Services Simple Storage Service (AWS S3) 67
basic structure 38
usage 38
AML Compute Instances 110
AML environments 76
AML pipelines
data input 74
data preparation 74
data transformation 75
model prediction 75
model scoring 75
model training 75
AML workflow
data acquisition 67
data preprocessing 67
model deployment 68
model evaluation 68
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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.