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Python function to automatically transform skewed data in Pandas DataFrames
Config files for my GitHub profile.
In this notebook, i have tried to appy KMeans, Hierarchical and DBSCAN clustering along PCA. The dataset used is Mall_Customers. In DBSCAN, certain type of Heatmaps are used to find the Epsilon and min_samples value which have performed quite well in identifying the correct number of clusters.
Pipeline creation using Pipeline and make_pipeline along with ColumnTransformer and an Estimator
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