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They key to optimizing any business is to match demand with supply. Using Microsoft R Server and SQL Server 2016 we can forecast NYC taxi demand using the freely available NYC taxi data for the year 2013. Watch as we use the power of the R programming language in conjunction with Microsoft SQL Server 2016 to transform and prepare large amounts of data into a format that is ideal for building and deploying a predictive forecasting model.