You need a box of polyfiller and a scraper to apply it, before you paint, dead easy not sure how much polyfiller is but it's fairly cheap, from any hardware , DIY or decorating shop.
just use good old white toothpaste! it fills the holes, dries quickly and you probably already have it in the house, i have used this many times works great!