December 2023
Intermediate to advanced
310 pages
7h 34m
English
Content preview from Machine Learning Security with Azure
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7
Managing and Securing Your Azure Machine Learning Workspace
After data and access management comes infrastructure. Although Azure Machine Learning is a cloud service, it doesn’t mean that we cannot leverage services together with our Azure or on-premises infrastructure to isolate our resources and secure them from public access.
In this chapter, we will learn how to implement security best practices regarding the workspace. We will focus more on practices and scenarios around virtual networking and endpoint security as well as compute. Compute in Azure Machine Learning can be used both for model training and deployment and each option available has its own security best practices. Compute includes compute instances, compute clusters, and containers. ...
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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.