Forecasting Hotel Room Bookings

Imagine you are employed by a leading online travel agency, similar to Booking.com. Your assignment is to develop a machine learning model capable of forecasting the occupancy rates of hotels for specified dates. What approach would you take to design this model? Which datasets would you consider utilizing for training purposes? How would you assess the model's effectiveness?