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How would you predict hotel room prices from flight schedules, the hotel's distance from the airport, the season and flight delays?

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You are asked to predict hotel room prices from inputs such as the flight timetable, the hotel's distance from the airport, the season and flight delays. How would you set this up as a prediction problem, and which model would you use?

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