While it's common for BJJ academies to provide loaner or rental equipment for beginners, you will eventually need to invest in a few essential items. These typically include a BJJ gi (uniform), a mouthguard, and protective gear like knee pads or rash guards. Your academy can guide you on the specific requirements.