This repository consists of various computational tasks performed namely:
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Principal Component Analysis
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Regression analysis
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K means algorithm
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Greedy K centers algrithm
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Single Swap algorithm
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Spectral Clustering algorithm
during the IE529, Statistics of Big Data class, Fall 2017, UIUC.
Final Project: Distributed K-means
Code for the final project is available on github at: https://github.com/kaurrachneet6/Distributed-K-means