Hub
Pricing About
  • Software
  • Blog
  • Forum
  • Events
  • Documentation
  • About KNIME
  • KNIME Community Hub
  • prashantks
  • Spaces
  • Public
  • 01_Guided_Analytics_for_ML_Automation
WorkflowWorkflow

Guided Automation

AutoML Guided analytics Automated machine learning Guided automation Feature engineering
+9
P

Last edited: 

Drag & drop
Like
Download workflow
Copy short link
Workflow preview
Download the entire workflow group from the Example Server. This Guided Analytics application is made of this main workflow, which calls minor workflows within the same folder. Examples Server location: Examples/50_Applications/36_Guided_Analytics_for_ML_Automation This workflow generates a fully automated web based application to select, train, test, and optimize a number of machine learning models. The workflow was designed for business analysts to easily create predictive analytics solutions by applying their domain knowledge. Each of the components will generate a web page with which the business analyst can interact. This workflow is made to be deployed on KNIME WebPortal via KNIME Server.

External resources

  • Guided Automation for Machine Learning, Part I
  • Guided Automation for Machine Learning, Part II
  • Intelligently Automating Machine Learning, Artificial Intelligence, and Data Science
  • Principles of Guided Analytics
  • Webinar: Guided Automation - A Blueprint for Interactive Automated Machine Learning
  • KNIME Spring Summit 2019: Guided Automation
  • Automated Machine Learning: Just How Much?
  • KNIME WebPortal - knime.com

Used extensions & nodes

Created with KNIME Analytics Platform version 4.2.2
  • Go to item
    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
  • Go to item
    KNIME Data Generation Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • Go to item
    KNIME Distance Matrix Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.1

    knime
  • Go to item
    KNIME Ensemble Learning Wrappers Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • Go to item
    KNIME Expressions Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
  • Go to item
    KNIME File Handling Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.1

    knime
  • Go to item
    KNIME H2O Machine Learning Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
  • Go to item
    KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
  • Go to item
    KNIME JavaScript Views (Labs) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
  • Go to item
    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • Go to item
    KNIME JSON-Processing Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.1

    knime
  • Go to item
    KNIME Machine Learning Interpretability Extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.1

    knime
  • Go to item
    KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
  • Go to item
    KNIME PMML Preprocessing Applier Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • Go to item
    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
  • Go to item
    KNIME ServerSpace Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.11.2

    knime
  • Go to item
    KNIME Statistics Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • Go to item
    KNIME Virtual Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • Go to item
    KNIME XGBoost Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  1. Go to item
  2. Go to item
  3. Go to item
  4. Go to item
  5. Go to item
  6. Go to item
Loading deployments
Loading ad hoc executions

Legal

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

Discussion
Discussions are currently not available, please try again later.

KNIME
Open for Innovation

KNIME AG
Talacker 50
8001 Zurich, Switzerland
  • Software
  • Getting started
  • Documentation
  • E-Learning course
  • Solutions
  • KNIME Hub
  • KNIME Forum
  • Blog
  • Events
  • Partner
  • Developers
  • KNIME Home
  • KNIME Open Source Story
  • Careers
  • Contact us
Download KNIME Analytics Platform Read more on KNIME Business Hub
© 2023 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Credits