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Building Production Machine Learning Systems with the Hopsworks Feature Store

Joins us at Data Innovation Summit

Building Production Machine Learning Systems with the Hopsworks Feature Store
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Kistamässan, Stockholm
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May 11, 2023
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10:30 am
-
11:40 pm
CEST

Joins us at Data Innovation Summit!

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.

Learn more at Data Innovation's Summit.

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Building Production Machine Learning Systems with the Hopsworks Feature Store

calendar icon
May 11, 2023
clock icon
10:30 am
CEST
clock icon
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.

Learn more at Data Innovation's Summit.

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