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Podcast: Software Engineering Daily
Episode: Human in the Loop Data Analytics with Aditya Parameswaran
Description: The life cycle of data management includes data cleaning, extraction, integration, analysis and exploration, and machine learning models. It would be great if all of this data management could be handled with automation, but unfortunately that is not an option. For most applications, data management requires a human in the loop.A human in the loop might be responsible for working in a spreadsheet, or labeling data as a mechanical turk, or creating an algorithm for data labeling in Snorkel. Data scientists and data analysts are humans in the loop, studying large data sets.Aditya...