使用 U-SQL 的 Azure Data Lake 数据科学演练Azure Data Lake data science walkthroughs using U-SQL

这些演练在 Azure Data Lake 中使用 U-SQL 进行预测分析。These walkthroughs use U-SQL with Azure Data Lake to do predictive analytics. 它们遵循 Team Data Science Process 中所述的步骤。They follow the steps outlined in the Team Data Science Process. 有关 Team Data Science Process 的概述,请参阅数据科学过程For an overview of the Team Data Science Process, see Data Science Process.

其他执行 Team Data Science Process 的数据科学演练按所使用的平台分组。Additional data science walkthroughs that execute the Team Data Science Process are grouped by the platform that they use. 有关这些示例的明细,请参阅执行 Team Data Science Process 的演练See Walkthroughs executing the Team Data Science Process for an itemization of these examples.

在 Azure Data Lake 中使用 U-SQL 预测出租车小费Predict taxi tips using U-SQL with Azure Data Lake

将 Azure Data Lake 用于数据科学演练介绍如何使用 Azure Data Lake 对纽约市出租车数据集执行数据浏览和二进制分类任务,以预测客户是否会支付小费。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.

后续步骤Next steps

有关构成 Team Data Science Process 的关键组件的讨论,请参阅 Team Data Science Process 概述For a discussion of the key components that comprise the Team Data Science Process, see Team Data Science Process overview.

有关可用于构建数据科学项目的 Team Data Science Process 生命周期的讨论,请参阅 Team Data Science Process 生命周期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. 生命周期概述了执行项目时,其从开始到结束所遵循的步骤。The lifecycle outlines the steps, from start to finish, that projects usually follow when they are executed.