{"product_id":"generative-ai-with-kubernetes-implement","title":"Generative Ai With Kubernetes: Implement","description":"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.","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57194181558654,"sku":"NW9789365898323","price":41.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9789365898323.jpg?v=1778546569","url":"https:\/\/mediaplace.com\/en-usa\/products\/generative-ai-with-kubernetes-implement","provider":"MediaPlace","version":"1.0","type":"link"}