Cloud Labs

This repository contains the python notebooks I have developed, together with Giacomo Deodato, for the Distributed systems and cloud computing course at Eurecom.
The goal of the first two notebooks was to study and apply machine learning algorithms, in particular Gradient Descent and K-means, in a distributed enviroment using Spark. The last lab instead is focused on data analysis through SparkSQL and data visualization with seaborn.