The first step is to acquire an Arduino board. I highly recommend the USB version. You will need the USB A-B cable as well.
Here is a link to the board: ArduinoBoard
Here is a link to the cable: USB Cable
Shopping online is fun, and it gets better when your toys come in the mail.