The need to crunch large amounts of data to extract useful statistics is increasingly common. Using services like Amazon Redshift and Amazon Elastic MapReduce, we will show how you can process log data to produce helpful reports and give your analysts the tools to find useful data. We will dive deep into these systems, building a usable example from scratch using the AWS SDK for Ruby.