and transfer learning • Automate repeatable ML experiments with containers • Deploy ML components to Kubernetes with Kubeflow • Scale and test ML experiments with Helm • Manage training jobs and pipelines Tensorflow Serving • Seldon Demo: Run TensorFlow Training with Kubeflow Demo: Scale and Test Experiments in Parallel using Kubernetes, TFJob, and Helm • Spin up pods for each variation of hyperparameters