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Applied Machine Learning and High-Performance Computing on AWS Cover

Applied Machine Learning and High-Performance Computing on AWS

Accelerate the development of machine learning applications following architectural best practices

Paid access
|May 2024
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Table of Contents

  1. High-Performance Computing Fundamentals
  2. Data Management and Transfer
  3. Compute and Networking
  4. Data Storage
  5. Data Analysis
  6. Distributed Training of Machine Learning Models
  7. Deploying Machine Learning Models at Scale
  8. Optimizing and Managing Machine Learning Models for Edge Deployment
  9. Performance Optimization for Real-Time Inference
  10. Data Visualization
  11. Computational Fluid Dynamics
  12. Genomics
  13. Autonomous Vehicles
  14. Numerical Optimization
PDF ISBN: 978-1-80324-444-0
Publisher: Packt Publishing Limited
Copyright owner: © 2022 Packt Publishing Limited
Publication date: 2024
Language: English
Pages: 382