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creating-customer-segments

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gouravaich / creating-customer-segments

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Apply unsupervised machine learning techniques on product spending data collected for customers of a wholesale distributor in Lisbon, Portugal to identify customer segments hidden in the data

machine-learning udacity clustering machine-learning-algorithms pca dimensionality-reduction outlier-detection k-means unsupervised-learning gmm udacity-nanodegree unsupervised-learning-algorithms clustering-algorithm creating-customer-segments feature-scaling feature-transformation biplot outlier-removal udacity-machine-learning-nanodegree
  • Updated Jul 26, 2018
  • Jupyter Notebook

robertyoung2 / Creating-Customer-Segments

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Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, checked predictions against the result of unsupervised analysis.

data-science machine-learning udacity nanodegree creating-customer-segments unsupervised-machine-learning
  • Updated Jan 8, 2018
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