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 on a sample of the NYC taxi dataset to predict whether or not a tip is paid by a customer.

Next steps

For a discussion of the key components that comprise the Team Data Science Process, see Team Data Science Process overview.

For a discussion of the Team Data Science Process lifecycle that you can use to structure your data science projects, see Team Data Science Process lifecycle. The lifecycle outlines the steps, from start to finish, that projects usually follow when they are executed.