tile

Hello all, Apologies if this is a bone question. I've taken all the tiles off in the kitchen, and the wall underneath is solid, but uneven (see photos). I want to tile over the top, but pretty sure I need to prepare the wall in some way. I looked at bonding plaster, but the Gypsum website...