Book

Applied Machine Learning and High-Performance Computing on AWS

With this book, you’ll learn how to develop large-scale machine learning applications using high-performance computing on Amazon Web Services. In addition, you’ll understand architectural components, performance optimization, and real-world use cases in domains like genomics, autonomous vehicles, computational fluid dynamics, and numerical optimization.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
12h44m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 12h44m total length

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

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