New in EEG - Read image representation

Hello everyone,
I don’t know much about EEG, and I would like to build something with a Raspberry Pi for a personal project to detect the representation of a letter/word in the mind. Do you think this is possible, and what would be the best hardware for it (cheap, portable, easy connectivity, and easy to use)?
Thanks for your answers!