Distance is the total path traveled and does not include direction, while displacement includes both distance and direction from the starting point to the end point. Speed is the distance traveled per unit of time and does not include direction, while velocity includes both speed and direction. Acceleration is the rate of change of velocity - either in magnitude or direction. It can be calculated using the equation: Acceleration = Change in Velocity / Time.