February 2024
Intermediate to advanced
342 pages
8h 15m
English
book
AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition
by Somanath Nanda, Weslley Moura
Content preview from AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition
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10
Model Deployment
In the previous chapter, you explored various aspects of Amazon SageMaker, including different instances, data preparation in Jupyter Notebook, model training with built-in algorithms, and crafting custom code for training and inference. Now, your focus shifts to diverse model deployment choices using AWS services.
If you are navigating the landscape of model deployment on AWS, understanding the options is crucial. One standout service is Amazon SageMaker – a fully managed solution that streamlines the entire machine learning (ML) life cycle, especially when it comes to deploying models. There are several factors that influence the model deployment options. As you go ahead in this chapter you will learn different options ...
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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.
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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.