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Generative AI with Kubernetes
- Implementing secure and observable AI infrastructure to deliver reliable AI applications
Engelsk
Bogcover for Generative AI with Kubernetes af Jonathan Baier, 9789365898323
Specifikationer
Sprog:
Engelsk
Sider:
284
ISBN-13:
9789365898323
Indbinding:
Paperback
ISBN-10:
9365898323
Udg. Dato:
28 feb 2025
Størrelse i cm:
19,9 x 23,7 x 1,4
Oplagsdato:
28 feb 2025
Forfatter(e):

Generative AI with Kubernetes

- Implementing secure and observable AI infrastructure to deliver reliable AI applications
Engelsk
Paperback 2025
Format:

Bog beskrivelse
The book covers essential technical implementations from ML fundamentals through advanced deployment strategies, focusing on practical patterns. Core topics include Kubernetes-native GPU scheduling and resource management, MLOps pipeline architectures using Kubeflow/MLflow, and advanced model serving patterns. It details data management architectures, vector databases, and RAG systems, alongside monitoring solutions with Prometheus/Grafana. Finally, we will look at some advanced concerns for production in the realm of security and data reliability.
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Specifikationer
Sprog:
Engelsk
Sider:
284
ISBN-13:
9789365898323
Indbinding:
Paperback
ISBN-10:
9365898323
Udg. Dato:
28 feb 2025
Størrelse i cm:
19,9 x 23,7 x 1,4
Oplagsdato:
28 feb 2025
Forfatter(e):
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