Simon, Julien
Learn Amazon SageMaker - - Second Edition: A guide to - building, training, and - deploying machine learning - models for developers and - data scientists
- ISBN 13:
- 9781801817950
- author:
- Simon, Julien
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2021
- Pages:
- 554
- Dimensions:
- 23.5 x 19.1 x 2.8 centimetres (0
- Genre:
- Computers, Computer Science, General,
- Condition:
- New
- Availability:
- Item usually sent within 7 working days
Description
Build and deploy machine learning models quickly using online marketplaces SageMaker. This second edition guide helps data scientists and ML developers explore new features such as SageMaker Data Wrangler, Pipelines, Clarify, Feature Store, and more. You'll learn how to use various capabilities of SageMaker as a single toolset to solve ML challenges, automate workflows, and integrate with popular deep learning libraries like TensorFlow and PyTorch. By following this book, you'll be able to create end-to-end machine learning workflows on online marketplaces Web Services (AWS) and deploy high-quality models at scale without managing any infrastructure. Key features include building, training, and deploying machine learning models quickly, optimizing model accuracy, cost, and fairness, and creating automated workflows to get to production faster with minimum effort.
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