The aim of the series is to walk you through a detailed introduction of Kubeflow, a deep-dive into the various components and how they all come together to deliver a complete MLOps platform. By Jimmy Guerrero.
In this post we’ll take a look at the different Kubeflow distributions that are available and walk you through some installations using MiniKF:
- Installing Kubeflow
- Packaged Kubeflow Distributions
- Other Platforms with Kubeflow Packaged Distributions
For the purposes of this blog we are going to focus on getting up and running with MiniKF. Why?
- MiniKF is the easiest distribution to get started with, even for folks with limited Kubernetes experience
- MiniKF is cross platform. It runs on AWS, GCP and even locally via Vagrant
- MiniKF comes with prebundled add-ons like Kale and Rok that make it much easier to build pipelines and manage data then the basic Kubeflow distribution offers
You will find video tutorials which will walk you through installation steps on various platforms. Nice one!
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