Chris Pavlou

Chris is a Product Marketing Engineer with a strong customer focus and background in machine learning and cloud native applications
MiniKF 20210428.0.0

MiniKF 20210428.0.0

NEW! Now with Kubeflow 1.3!Create an AutoML workflow with the click of a button. Start from a dataset, define a task, then discover, train, and optimize a model from inside your notebook automagically. New MiniKF release including Kubeflow 1.3Rok 1.2-pre-306 New...

Tutorial 2: Build An End-to-End ML Workflow: From Notebook to HP Tuning to Kubeflow Pipelines with Kale

Tutorial 2: Build An End-to-End ML Workflow: From Notebook to HP Tuning to Kubeflow Pipelines with Kale

In this tutorial, we will use Kale to unify the workflow across the above components, and present a seamless process to create ML pipelines for HP tuning, starting from your Jupyter Notebook. We will use Kale to convert a Jupyter Notebook to a Kubeflow Pipeline without any modification to the original Python code. Pipeline definition and deployment is achieved via an intuitive GUI, provided by Kale’s JupyterLab extension.