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Tool Migration: From Excel to Value with KNIME

Automation Excel Machine Learning Deployment Error Handling
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Roberto Cadili profile image

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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.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.6.3
  • KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • KNIME Basic File System Connectors Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • KNIME Conda Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • KNIME Distance Matrix Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • KNIME Excel Support Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • KNIME Expressions Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • KNIME Extension for Apache Spark Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • KNIME Extension for Local Big Data Environments Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
  • KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • KNIME Machine Learning Interpretability Extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • KNIME Python Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
  • KNIME Reporting Runtime Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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