Applied Machine Learning and High-Performance Computing on AWS

Applied Machine Learning and High-Performance Computing on AWS

Accelerate the development of machine learning applications following architectural best practices

Sabir, Farooq; Potgieter, Trenton; Khanuja, Mani; Subramanian, Shreyas

Packt Publishing Limited

12/2022

382

Mole

Inglês

9781803237015

15 a 20 dias

Descrição não disponível.
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Machine learning;deep learning;High-Performance Computing;GPU;AWS;genomics;Autonomous Vehicles;Fluid Dynamics