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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...
| Clasificación: | Libro Electrónico |
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| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified]
PACKT Publishing Limited,
2022.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- 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.