Software Engineering Institute | Carnegie Mellon University
Software Engineering Institute | Carnegie Mellon University

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Data Validation for Large-Scale Analytics

  • October 2016
  • By Stephanie Rosenthal
  • Building Tools to Support Data Sampling and Visualization
  • Publisher: Software Engineering Institute
  • Abstract

    Large-scale analytics hold great promise for government and industry, and data validation is essential to ensure that those analytics make accurate predictions. We studied practitioners in the field, built data validation tools to support data sampling and visualization, and found that our tools help practitioners generate a diverse set of insights about their data.

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Part of a Collection

SEI 2016 Research Review