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UdacityMachine LearningFree courseIntermediate levelCertificate

Segmentation and Clustering

Use machine learning to create segments

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Created by: Rod Light

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Course Description

The Segmentation and Clustering course provides students with the foundational knowledge to build and apply clustering models to develop more sophisticated segmentation in business contexts. You will learn:

  • The key concepts of segmentation and clustering, such as standardization vs. localization, distance, and scaling

  • The concepts of variable reduction and how to use principal components analysis (PCA) to prepare data for clustering models

  • How to choose between hierarchical and k-centroid clustering models

  • How to build and apply k-centroid clustering models

Throughout this course you'll also learn the techniques to apply your knowledge in a data analytics program called Alteryx.
This course is part of the Business Analyst Nanodegree Program.

Read More Intermediate Intermediate Level

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Rod Light

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Segmentation and Clustering
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  • Price: Free
  • Provider: icon Udacity
  • Level: Intermediate Intermediate
  • Certificate: icon Yes

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