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Building Production Machine Learning Systems with the Hopsworks Feature Store

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Building Production Machine Learning Systems with the Hopsworks Feature Store
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Building Production Machine Learning Systems with the Hopsworks Feature Store

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May 11, 2023
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10:30 am
CEST
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CEST
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Kistamässan, Stockholm

Learn how to build a complete serverless ML system, including a feature, training and inference pipelines.

In this workshop, we will build a complete serverless ML system, including a feature pipeline, a training pipeline, an inference pipeline and a UI (Gradio on Hugging Face Spaces) with monitoring. We will use the Hopsworks platform as a data layer for managing your features and models, and Modal as a serverless compute platform for the pipelines. We will introduce the key principles of MLOps and how they are realized in this feature store centric system.

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