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In addition, Alation provides a quick preview and sample of the data to help data scientists and analysts with greater data quality insights. Alation’s deep dataprofiling helps data scientists and analysts get important dataprofiling insights.
This article explores the importance of ETL pipelines in machine learning, a hands-on example of building ETL pipelines with a popular tool, and suggests the best ways for dataengineers to enhance and sustain their pipelines. We also need dataprofiling i.e. data discovery, to understand if the data is appropriate for ETL.
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