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[Udacity] Segmentation and Clustering

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What you’ll learn

Segmentation and Clustering Fundamentals
Knowledge Preparation for Clustering Fashions
Variable Discount
Clustering fashions design
Lesson 5 – Constructing a Clustering Mannequin


  • No programming expertise required
  • Fascinated about utilizing information to make higher enterprise choices
  • Alteryx license (supplied to Nanodegree college students without charge, appropriate with Home windows solely)


The Segmentation and Clustering course offers college students with the foundational information to construct and apply clustering fashions to develop extra subtle segmentation in enterprise contexts. You’ll be taught:

  • The important thing ideas of segmentation and clustering, corresponding to standardization vs. localization, distance, and scaling
  • The ideas of variable discount and how one can use principal parts evaluation (PCA) to arrange information for clustering fashions
  • How to decide on between hierarchical and k-centroid clustering fashions
  • Methods to construct and apply k-centroid clustering fashions

All through this course you’ll additionally be taught the strategies to use your information in an information analytics program known as Alteryx.

This course is a part of the Enterprise Analyst Nanodegree Program.

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