Analyzing Climate Patterns with Self-Organizing Maps (SOMs)

Haihan Lan
Towards Data Science
10 min readFeb 4, 2018

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Highlights:

In this article, we’ll look at:

  • The Self-Organizing Map (SOM), and how it can be used in dimensionality reduction and unsupervised learning
  • Interpreting the visualizations of a trained SOM for exploratory data analysis
  • Applications of SOMs to clustering climate…

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