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Segmentation and Clustering

Course

Last Updated March 7, 2022

Prerequisites:

No experience required

Course Lessons

Lesson 1

Segmentation Fundamentals

Understand the difference between localization, standardization, and segmentation

Lesson 2

Preparing Data for Clustering

Scale data to prepare a dataset for cluster modeling. Select variables to include based on the business context.

Lesson 3

Variable Reduction

Use principal components analysis (PCA) to reduce the number of variables for cluster model

Lesson 4

Clustering Models

Select the appropriate number of clusters. Build and apply a k-centroid cluster model.

Lesson 5

Validating and Applying Clusters

Validate the results of a cluster model. Visualize and communicate the results of a cluster model.

Taught By The Best

Photo of Rod Light

Rod Light

Instructor

Rod Light is a Solutions Engineer Practice Lead at Alteryx, where he helps customers and prospects design data analytics solutions for their businesses using Alteryx.

Taught By The Best

Photo of Rod Light

Rod Light

Instructor

Rod Light is a Solutions Engineer Practice Lead at Alteryx, where he helps customers and prospects design data analytics solutions for their businesses using Alteryx.

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Segmentation and Clustering