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Generative AI with Kubernetes
Paperback
€45.68
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- Book Synopsis
- 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.
- About The Author
- Jonathan Baier is an emerging technology leader living in Northern Virginia and Yokohama, Japan. He has worked in technology for more than 20 years, always using his curiosity to dive into new trends and technologies as they emerge.
- Product Details
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- ISBN
- 9789365898323
- Format
- Paperback
- Publisher
- BPB Publications, (30 April 2025)
- Number of Pages
- 284
- Language
- English
- Dimensions
- 235 x 191 mm
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