In this repository you will find many instructions and exercise about Big Data.
This exercises has been deployed to an AWS hadoop cluster built using AWS free tier machines. It's not a powerful solution, but it's pretty cheap and enough if you want to understand how Hadoop, Spark and a small cluster works.
The hadoop cluster is based on this tutorial