Hi Bychowiec;
First make a localhost (local server on your computer with software like LAMP, XAMP, WAMP or MAMP).
Then download WordPress installation file & install it on your computer with the help of tutorials from WWW. By the way, you can understand basics of hosting, database & WordPress like scripts.