ДОСЛІДЖЕННЯ ТА РОЗРОБКА АЛГОРИТМУ МАШИННОГО НАВЧАННЯ ДЛЯ РЕКОМЕНДАЦІЙНОЇ СИСТЕМИ В СФЕРІ ОНЛАЙН-БРОНЮВАННЯ

This research delves into the design and implementation of a machine learning algorithm specifically for recommendation systems within the online booking industry. Utilizing advanced data processing and analysis techniques with Python, Pandas, and TensorFlow, this work aims to significantly enhance user experience by providing personalized booking options. The developed system not only allows businesses to efficiently offer tailored services but also enables users to seamlessly navigate, select, and manage their bookings, fostering an improved interaction between service providers and their clients.