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Getting Started with Amazon SageMaker Studio
book

Getting Started with Amazon SageMaker Studio

by Michael Hsieh
March 2022
Beginner to intermediate content levelBeginner to intermediate
326 pages
6h 49m
English
Packt Publishing
Content preview from Getting Started with Amazon SageMaker Studio

Chapter 5: Building and Training ML Models with SageMaker Studio IDE

Building and training a machine learning (ML) model can be easy with SageMaker Studio. It is an integrated development environment (IDE) designed for ML developers for building and training ML models at scale and efficiently. In order to train an ML model, you may previously have dealt with the cumbersome overhead of managing compute infrastructure for yourself or for your team to train ML models properly. You may also have experienced compute resource constraints, either on desktop machines or with cloud resources, where you are given a fixed-size instance. When you develop in SageMaker Studio, there is no more frustration with provisioning and managing compute infrastructure ...

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Publisher Resources

ISBN: 9781801070157Supplemental Content