APPLIED MACHINE LEARNING AND HIGH PERFORMANCE COMPUTING ON AWS /

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 lar...

Full description

Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Sabir, Farooq (Author), Subramanian, Shreyas (Author), Potgieter, Trenton (Author)
Format: Electronic eBook
Language:Inglés
Published: [Place of publication not identified] PACKT Publishing Limited, 2022.
Subjects:
Amazon Web Services.
Machine learning > Computer programs.
High performance computing.
Cloud computing.
Web services.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Table of Contents High-Performance Computing Fundamentals Data Management and Transfer Compute and Networking Data Storage Data Analysis Distributed Training of Machine Learning Models Deploying Machine Learning Models at Scale Optimizing and Managing Machine Learning Models for Edge Deployment Performance Optimization for Real-Time Inference Data Visualization Computational Fluid Dynamics Genomics Autonomous Vehicles Numerical Optimization.

Similar Items