We predict future revenues in hotels by solving the data science puzzle end-to-end: from infrastructure in the cloud and security, to data ingestion, data cleaning, feature building and model training and model scoring. The video of this talk is here: https://www.facebook.com/datamindedbe/posts/1385820021562117