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Continous Deployment - Modelling Workflow

Integrated deployment KNIME Incpetion Continous Deployment Custom AutoML
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This workflow is using Integrated Deployment in a complex Guided Analytics application hardcoded to work with a Churn Prediction dataset. Workflow steps: - access and blend the data - perform data exploration - prepare the data with normal nodes and an interactive view - optimize, train and test two models - retrain and test the interactively selected model - generate a final training workflow - generate a final deployment workflow from the training workflow - deploy the workflow on KNIME Server This workflow also works on KNIME WebPortal and its use case is simple churn prediction

Used extensions & nodes

Created with KNIME Analytics Platform version 4.2.0
  • KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Database Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Data Generation Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Ensemble Learning Wrappers Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME File Handling Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Integrated Deployment Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME JavaScript Views (Labs) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Machine Learning Interpretability Extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Optimization extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME ServerSpace Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.11.0

    knime
  • KNIME Statistics Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME XGBoost Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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