In this walk-through I will show you how I've created a machine learning pipeline with Kubeflow 1.5 using Juypter Notebooks, Kubeflow pipelines, MinIO and Kserve. I've used the MNIST handwritten digits dataset. Find the code here: https://github.com/flopach/digits-recognizer-kubeflow