Don't want to call a plumber, too expensive.

The most likely problem is the 'U' bend, this is a safety device just under the drain from your bath tub, just put a bowl underneath it and unscrew the two retaining rings, they are usually only hand tight.

You will probably find it's full of your hair and maybe a hair grip, clear it out and replace.