The Best Way to Shuffle a Deck of Cards

How to ensure a statistically random distribution

Whenever I play cards there’s a complaint commonly uttered by friends and family alike:

Who shuffled these?

Whether the disgust in their voice is genuine or they are merely bluffing to conceal a good hand I wonder about the art of shuffling. Is there a method to guarantee a statistically random distribution of cards throughout the deck?