Mini Project: Clustering

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Mikiko Bazeley edited this page Jan 29, 2019 · 8 revisions

https://www.scss.tcd.ie/~houldinb/ST3011_files/ST3011slides9.pdf

https://uc-r.github.io/kmeans_clustering http://eric.univ-lyon2.fr/~ricco/cours/slides/en/classif_interpretation.pdf https://hlab.stanford.edu/brian/error_sum_of_squares.html

http://blog.yhat.com/posts/customer-segmentation-using-python.html

https://www.datanovia.com/en/lessons/determining-the-optimal-number-of-clusters-3-must-know-methods/

https://dscareercommunity.springboard.com/t/m2jvaz/exercise-3-on-customer-segmentation-using-clustering

https://dscareercommunity.springboard.com/t/h4fdv4/project-feedback-requested-customer-segmentation-using-clustering

Examples: https://github.com/wmirecon/Springboard_mini_projects/blob/master/clustering/Scheinert%20Mini_Project_Clustering%205oct17.ipynb

https://github.com/tmcdunn/springboard-customer_clustering/blob/master/Clustering_exercises.ipynb

http://blog.yhat.com/posts/customer-segmentation-using-python.html

https://nikkimarinsek.com/blog/7-ways-to-label-a-cluster-plot-python

https://www.kaggle.com/dhanyajothimani/basic-visualization-and-clustering-in-python

Awesome resources: