The lack of public awareness and understanding of dementia affects the experiences of people living with dementia and their families. Dementia education and training for the general public have been gradually disseminated. We conducted a systematic scoping review guided by PRISMA-ScR to map existing evidence and identify dementia education and training available to the general public. From the four electronic databases, 41 articles were identified. Dementia education has three main purposes: dementia friendliness (n = 25), early diagnosis/help-seeking (n = 10), and prevention (n = 6). Education aimed at dementia friendliness was delivered in the community (n = 6), schools/universities (n =14), workplaces (n = 2), and online (n = 3). Interventions aimed at early diagnosis and prevention were often conducted in communities with middle-aged and older people or specific ethnic groups. Eleven dementia-friendliness studies reported on the interaction with people living with dementia to reduce stigma. Dementia knowledge, attitudes, and preventive behaviors were assessed as outcomes. Though randomized controlled trials were conducted in early diagnosis and prevention studies e-learning, they were not performed in dementia-friendliness studies. Therefore, there is a need to further accumulate evidence of dementia education for each of these purposes.