Applied Machine Learning and High-Performance Computing on AWS:
Accelerate the development of machine learning applications following architectural best practices
English | 2022 | ISBN: 1803237015 | 382 Pages | PDF EPUB (True) | 36 MB
This book provides end-to-end guidance, starting with HPC concepts for storage and networking. It then progresses to working examples on how to process large datasets using SageMaker Studio and EMR. Next, you'll learn how to build, train, and deploy large models using distributed training. Later chapters also guide you through deploying models to edge devices using SageMaker and IoT Greengrass, and performance optimization of ML models, for low latency use cases.
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