If you are using the BigML API, please click here to learn how to create a new project.
If you prefer the BigML Dashboard, just click the Add new project menu option:
A small window like the one below will appear so that you can fill in the project name, assign a category, a few tags, and add a short description that will help you organize and retrieve your projects.