Eggplant can sometimes have a bitter taste, so the best way to prepare eggplant before cooking it is to soak it in a bowl of salt water or sprinkle the cut open eggplant with salt. Let the eggplant sit for 15 minutes to allow the salt to draw out the bitterness. Then rinse the eggplant and use in the recipe.