Azure Data Lake data science walkthroughs using U-SQL

These walkthroughs use U-SQL with Azure Data Lake to do predictive analytics. They follow the steps outlined in the Team Data Science Process. For an overview of the Team Data Science Process, see Data Science Process. For an introduction to Azure Data Lake, see Overview of Azure Data Lake Store.

Additional data science walkthroughs that execute the Team Data Science Process are grouped by the platform that they use. See Walkthroughs executing the Team Data Science Process for an itemization of these examples.

Predict taxi tips using U-SQL with Azure Data Lake

The Use Azure Data Lake for data science walkthrough shows how to use Azure Data Lake to do data exploration and binary classification tasks. The data are a sample of the NYC taxi dataset. The task is predicting whether or not a tip is paid by a customer.

Next steps

For an overview of the Team Data Science Process, see Team Data Science Process overview.

For a discussion of the Team Data Science Process lifecycle, see Team Data Science Process lifecycle. This lifecycle outlines the steps that projects usually follow when they are executed.