Kubernetes

Container orchestration with Kubernetes, explained through the objects you will actually manipulate: pods, services, deployments, configuration and autoscaling. We detail how a data or machine learning workload is installed, and what it means to run a long training job or an inference API. Articles insist on a rarely said point: Kubernetes solves resilience and scale problems, but introduces real operational complexity. You will find both getting-started tutorials and criteria to decide when the tool is justified — and when it is not.