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Tool Migration: From Excel to Value with KNIME

AutomationExcelMachine LearningDeploymentError Handling
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Oct 11, 2022 10:06 AM
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This workflow shows how using a no-code/low-code tool like KNIME Analytics Platform can substitute, expand and improve considerably the spectrum of capabilities offered by traditional spreadsheet tools. The focus is placed on: 1. Automation and Reusability 2. (Big) Data Access 3. Preprocessing and Machine Learning 4. Error Handling 5. Deployment *NOTE*. To successfully execute the "Download Kaggle dataset(s)" component make sure to have Conda installed on your local machine and point KNIME Analytics Platform to it in Preferences>KNIME>Conda.

External resources

  • 10 Common Issues Using Excel for Data Operations
  • Flight Status Prediction 2018 (csv dataset)
  • Flight Status Prediction 2018 (parquet dataset)
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.6.3
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • Go to item
    KNIME Basic File System ConnectorsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
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    KNIME Conda IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • Go to item
    KNIME Distance MatrixTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Excel SupportTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • Go to item
    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • Go to item
    KNIME Extension for Apache SparkTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • Go to item
    KNIME Extension for Local Big Data EnvironmentsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • Go to item
    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • Go to item
    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • Go to item
    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Python Integration

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • Go to item
    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • Go to item
    KNIME Reporting RuntimeTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime

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By using or downloading the workflow, you agree to our terms and conditions.

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