To collect calligraphy and paintings you need to know the field, or you can easily end up buying fakes.
Tips
usage
字画 is the everyday word for calligraphy (字) and painting (画) as objects to hang, buy or collect. 书画 means much the same but sounds more formal, as in exhibitions and art schools.