Accelerate Your Machine Learning Projects

Tutorials, News, Product Releases

Accelerate your ML lifecycle with Kubeflow 1.1 and the new MiniKF

We are very excited to announce that Kubeflow 1.1 and a new version of MiniKF have been released!  Kubeflow 1.1 Kubeflow 1.1 brings ML workflow automation with Fairing and Kale. The latter enables you to work on your notebook, write your ML code, define the...
Build An End-to-End ML Workflow: From Notebook to HP Tuning to Kubeflow Pipelines with Kale

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.

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Tutorials

Tutorials

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

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.

read more

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Machine Learning

The double whammy when it comes to ML in an enterprise

Avoiding an ML Migraine!

Here are some simple observations: setting up an ML stack/pipeline is incredibly hard, setting up a production ML stack/pipeline is even harder, and setting up an ML stack/pipeline that works across multi-cloud environments is a full-on headache. That’s not just the...

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Machine Learning

The double whammy when it comes to ML in an enterprise

Avoiding an ML Migraine!

Here are some simple observations: setting up an ML stack/pipeline is incredibly hard, setting up a production ML stack/pipeline is even harder, and setting up an ML stack/pipeline that works across multi-cloud environments is a full-on headache. That’s not just the...

read more

News

News

Product Releases

Product Releases

MiniKF 20200812.0.0

NEW! Now with brand-new support for HP tuning with Kubeflow Pipelines, Katib, and Kale New MiniKF release including Kubeflow 1.0Rok 1.0 Get MiniKF New Features Upgrade Kubeflow to latest 1.0 release with custom featuresUpgrade Rok to latest 1.0 pre-releaseKubeflow...

MiniKF 20200305.1.0

This is a maintenance release of 20200305.0.1 New Features New Jupyter Notebook image with updated Kale, KFP, and Rok packages Improvements Update login page logosUI and UX improvements in the Notebook Manager UILive field validation in the Notebook Manager UIMiniKF...

MiniKF 20200305.0.0

NEW! Now with Kubeflow 1.0 and a brand-new Volume Manager UI New MiniKF release including: Kubeflow 1.0Rok 0.14-106-g3a338c1 New Features Upgrade Kubeflow to 1.0Volume Manager UI that allows users to drag-n-drop files into containers, and seed pipelines with dataYou...