Use 'Playful/Trickster' (E) as a mobility tool to escape rather than just for attacking.
Taking the 'Bone Plating' rune is highly effective at minimising Fizz's burst damage.
In the late game, Fizz can eliminate squishy targets with just a (Q) and (W) combo.