Pick up an Invincibility Leaf to remove the course time limit and turn into an invincible White Tanooki Mario.
If you get stuck on a course and fail to clear it several times, an 'Assist Block' will appear. Smash these blocks to receive items that will help you clear the course.
It will bring you near to the Goal Pole in one go.