this is called shin splints. ice really helps. all that is going on is your shin muscles are very thin and are not used to what you are doing. give yourself a gradual period of getting used to the new exercise.
It is normal for your shins to hurt and feel like they're going to break. You are experiencing this because your muscles are stretching. It's always good to consult a doctor before starting any workout.