kaurrachneet6 / IE529-Statistics-of-Big-Data-MPs

IE529 Statistics of Big Data, UIUC Machine Problems

IE 529 Statistics of big data, UIUC MPs

This repository consists of various computational tasks performed namely:

1. Principal Component Analysis

2. Regression analysis

3. K means algorithm

4. Greedy K centers algrithm

5. Single Swap algorithm

6. 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