Ok, so I have my big data now what do I do with it? This question has either been a topic of meetings or been purposely ignored for years. With a few steps and some elbow grease Machine Learning aims to finally solve this dilemma and many others. Up to this point the challenge has been finding a common way for multiple disciplines to work together. This is where preprocessing starts. After a business goal is identified each team in the Machine Intelligence process goes to work, but in order for them to work together they need the correct data to be in the correct format and be ready for processing.