Background: Since the beginning of the COVID-19 pandemic, several vaccines have been approved for use and are being distributed globally in various regions. Still, general public knowledge, attitudes, and belief toward COVID-19 vaccination are poorly understood. As a result, the present study aimed to investigate community knowledge, attitudes, and beliefs towards COVID-19 vaccination in North Maharashtra. Materials and Methods: An exploratory and anonymous general population-based Google survey was conducted among 358 participants (64%: 229) male and (36%: 129) female. A descriptive, cross-sectional survey using the Snowball sampling technique was used as a tool for experimentation whereas statistical data analysis was performed using descriptive statistics to determine the variables predicting knowledge, attitudes, and beliefs towards COVID-19 vaccination. Results: As a result, 91.9% of participants were fully informed about the COVID-19 vaccine's development. Around 69.6% of participants experienced that a booster dose of the COVID-19 vaccine may not be proven harmful to the human being. In addition, 79.6% of study individuals were confident that the situation of COVID-19 would be under control after adequate vaccination. As well, 88.5% of participants considered that vaccines strengthen the immune system of an individual. Conclusion: In summary, the findings reflect a better knowledge and more encouraging attitude of participants regarding COVID-19 vaccination in the selected region of North Maharashtra.