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KNIME Data Science Learnathon - Group 3C - Automated Model Deployment as Service

Data Science LearnathonKNIME Business HubLearnathonIntegrated deploymentDeployment
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Versionv1.1Latest, created on 
Feb 28, 2024 7:02 PM
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The data science learnathon is a workshop where participants divide in 3 groups: prepare data, train and test the model, deploy the model. This is the group to deploy the model. This workflow shows a simple example of churn prediction with interactive threshold optimization. This workflow is used for showcasing how you can automatically upload, version, deploy a model as a service API within the same workflow where the model is trained. To do this we use a special KNIME Extension called KNIME Integrated Deployment.

External resources

  • KNIME Business Hub features in small steps - KNIME Forum
  • KNIME Business Hub User Guide - KNIME Docs
  • Integrated Deployment KNIME Blog Articles
  • KNIME Integrated Deployment - KNIME.com
  • KNIME Integrated Deployment Guide - KNIME Docs
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Used extensions & nodes

Created with KNIME Analytics Platform version 5.2.1
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.1

    knime profile image
    knime
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    KNIME Ensemble Learning WrappersTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

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    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

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    knime
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    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

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    knime
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    KNIME Optimization extensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

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    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.1

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    knime

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