Adding Woocommerce to my own theme, how do I do it?

Open your FTP browser and go to your WordPress root folder. Find wp-content/themes/ folder, there should be your theme folder and functions.php file inside of it. Open functions.php file in a text editor application. Add suggested hooks at the bottom of your functions.php file and save it.