• Online, Self-Paced
Course Description

Regression analysis is used to predict continuous data values. The KNIME Analytics Platform allows you to load, explore, pre-process, and use data to train regression models with little to no code. Through this course, learn how to train and evaluate regression models in KNIME.

Explore how regression models work and use KNIME nodes to build a workflow to load and comprehend data. Next, discover how to compute correlations and use bar charts, box plots, scatter plots, and pivot tables. Finally, learn how to pre-process flight prediction data using one-hot and label encoding, partition data, and train regression models.

After course completion, you'll be able to build a complete workflow in KNIME for regression analysis.

Learning Objectives

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Framework Connections

The materials within this course focus on the Knowledge Skills and Abilities (KSAs) identified within the Specialty Areas listed below. Click to view Specialty Area details within the interactive National Cybersecurity Workforce Framework.