Applied Machine Learning and High-Performance Computing on AWS: Accelerate the development of machine learning applications following architectural best practices

Mani Khanuja; Farooq Sabir; Shreyas Subramanian; Trenton Potgieter

ISBN 10: 1803237015 / ISBN 13: 9781803237015

Published by Packt Publishing, 2022

About this Item

Print on Demand. Seller Inventory # 402170428

Bibliographic Details

Title: Applied Machine Learning and ...

Publisher: Packt Publishing

Publication Date: 2022

Binding: Soft cover

Condition: New

About this title

Synopsis:

Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMaker

Key Features

• Understand the need for high-performance computing (HPC)
• Build, train, and deploy large ML models with billions of parameters using Amazon SageMaker
• Learn best practices and architectures for implementing ML at scale using HPC

Book Description

Machine learning (ML) and high-performance computing (HPC) on AWS run compute-intensive workloads...

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