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YouTube

Building Machine Learning Pipelines with Kubeflow

Canonical Ubuntu via YouTube

Overview

Learn to construct machine learning pipelines using Kubeflow in this 52-minute technical demonstration. Explore fundamental aspects of scaling machine learning projects through pipeline development, with a focus on leveraging Kubeflow's built-in components and engine capabilities. Discover key considerations for building ML pipelines, gain hands-on experience with Kubeflow's implementation, and master best practices for pipeline development. Follow along as experts Andreea Munteanu and Kimonas Sotirchos demonstrate how to effectively utilize this open-source tool to streamline and enhance machine learning workflows.

Syllabus

Build your machine learning pipeline with Kubeflow

Taught by

Canonical Ubuntu

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