The Advanced Electric Vehicle (EV) Charging Station Project embarks on a journey to create a user-centric web platform that revolutionizes the experience of EV charging station users. it's a dynamic solution designed to empower users with the insights it needs to make informed decisions when it comes to booking a charging station. Using machine learning and deep learning techniques, the objective is to predict peak booking times by considering factors such as the day of the week, hour of the day, weekends, holidays, temperature, and location. Our goal is to help users identify the optimal place and time for booking a charging station, ensuring a seamless and efficient EV charging experience.