Machine Learning On Kubernetes Faisal Masood Pdf

apiVersion: serving.kserve.io/v1beta1 kind: InferenceService metadata: name: mnist-classifier spec: predictor: pytorch: modelUri: s3://my-models/mnist/

Guides readers through building a full project, including data pipeline construction and model monitoring on a live Kubernetes cluster. About the Author [PDF] Machine Learning on Kubernetes by Faisal Masood machine learning on kubernetes faisal masood pdf

The book starts by addressing why organizations struggle to move ML models into production, identifying silos between data scientists and IT platform owners as a major hurdle. apiVersion: serving