Designing Deep Learning Systems A Software Engineer's Guide
A vital guide to building the platforms and systems that bring deep learning models to production. In Designing Deep Learning Systems you will learn how to: Transfer your software development skills to deep learning systems Recognize and solve common engineering challenges for deep learning systems...
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
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New York :
Manning Publications Co. LLC
2023.
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| Edición: | 1st ed |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009801533906719 |
Tabla de Contenidos:
- An introduction to deep learning systems
- Dataset management service
- Model training service
- Distributed training
- Hyperparameter optimization service
- Model serving design
- Model serving in practice
- Metadata and artifact store
- Workflow orchestration
- Path to production.
