​“The seminar will cover an engagement Deloitte completed with the Dubai government's real estate division. Data from various sources (rental agreements, sales deeds, and various macroeconomic data) were consumed, to train a number of univariate and multivariate models. These models were used to predict future supply and demand of real estate, and create insight around the key macroeconomic drivers affecting supply and demand. This was all hosted on custom-built infrastructure that allows the public to interface with the tool through the Dubai government website.