Simple Harmonic Motion (SHM) involves periodic oscillations around a mean position, where acceleration is proportional to displacement but in opposite directions. Examples include pendulums, sound waves, tuning forks, and liquid oscillations in U-tubes. Key conditions for SHM include periodic motion, opposing acceleration and displacement, and acceleration directed towards the mean position.