Generative AI with Kubernetes : Implementing secure and observable AI infrastructure to deliver reliable AI applications
Book Details
Format
Paperback / Softback
ISBN-10
9365898323
ISBN-13
9789365898323
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 28th, 2025
Print length
284 Pages
Weight
474 grams
Dimensions
19.90 x 23.70 x 1.40 cms
Product Classification:
Computing & information technology
Ksh 5,950.00
Werezi Extended Catalogue
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Learn how Kubernetes can help you run your generative AI workloads. Using hands-on examples, you will work with real-world foundational models and a variety of tools and capabilities in the K8s ecosystem.
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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