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Being Agile in a Data Science Project

  • Renato Cordeiro,
  • Isaque Alves,
  • Samara Alves,
  • Alfredo Goldman

摘要

Applying agile practices in data science requires adaptations. This paper describes challenges and lessons learned in two applied machine learning projects developed in the XP Lab course at University of São Paulo in Brazil. It compiles six suggestions for educators and practitioners who want to bring agility to their data science initiatives.