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| Publisher | BPB Publications |
| Publication Year | 2025 |
| ISBN-13 | 9789365898323 |
| ISBN-10 | 9365898323 |
| Binding | Paperback |
| Number of Pages | 284 Pages |
| Language | (English) |
| Dimensions (Cms) | 23.5 x 19.5 x 1.6 |
| Weight (grms) | 474 |
| Subject | Software |
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.
Jonathan Baier
BPB Publications