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customer clustering using k means.html
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<!DOCTYPE html>
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<section class="intro">
<h1 class="section__title section__title--intro">
Customer Clustering<strong>k means algorithm</strong>
</h1>
<p class="section__subtitle section__subtitle--intro">Clustering problem</p>
<img src="img/customer clustering using k means.jpg" alt="" class="intro__img">
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<p>In this project we had to perform clustering using k means. Worked with customer data set, Data contained the expenditure score for each customer, we performed EDA on the data. Used Kmeans clustering to cluster the data into meaning full bunch to focus on. clustered the customers into 6 clusters with average silhouette score 0.356, CH index 99.654 and DB index 1.005 using Kmeans clustering.</p>
<p><a href= "https://www.kaggle.com/kumarvasu/customer-clustering-using-k-means" class="portfolio__files__link">customer clustering files</a></p>
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