Simplifying Machine Learning Pipeline Deployments on Kubernetes

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Presented by

Ammar Naqvi & Michael Iatrou - Ubuntu. Charles Adetiloye & Timo Mechler - SmartDeployAI

About this talk

In our webinar jointly hosted by both Canonical and SmartDeployAI we will provide an understanding of AI/ML using Kubeflow with Microk8s on Ubuntu. We will highlight the journey of Machine Learning workflow challenges and how we simplify them. Allowing you to experience and learn an end-to-end ML workflow deployment. This webinar will also include an end-to-end demo with instructions for everything from Kubeflow on MicroK8s, to getting your Machine Learning model trained and deployed. The purpose of this exercise is to provide an understanding of how Machine Learning deployments work and how to simplify them with Kubeflow.
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