Distributed Machine Learning Patterns
Inside Distributed Machine Learning Patterns you’ll learn to apply established distributed systems patterns to machine learning projects—plus explore cutting-edge new patterns created specifically for machine learning. Firmly rooted in the real world, this book demonstrates how to apply patterns usi...
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| Format: | eBook |
| Language: | Inglés |
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New York :
Manning Publications Co. LLC
2024.
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| Edition: | 1st ed |
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| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009794933006719 |
Table of Contents:
- Part 1. Basic concepts and background. Introduction to distributed machine learning system
- Part 2. Patterns of distributed machine learning systems. Data ingestion patterns
- Distributed training patterns
- Model serving patterns
- Workflow patterns
- Operation patterns
- Part 3. Building a distributed machine learning workflow. Project overview and system architecture
- A complete implementation.
