Guided Automation

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

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