Kubernetes, Machine Learning, Kubeflow, Data Science, Jupyter Notebook.
a Docker configuration file. • Once the updated docker image is ready, it kicks off a training job on the Kubeflow cluster. The notebook also illustrates how a trained model could be easily deployed as a service in the Kubeflow cluster using a single python call. This leverages Seldon to wrap the