All you will really need is a set of darts and a board (and you can probably do without your own board initially). As you get more serious you will inevitably want to invest more in your darts and find a set and weight that suit you best.
It probably goes without saying that drinking alcohol won’t improve your game and so if you are involved in serious match play make sure you are drinking something sensible to keep hydrated….