A success story in applying data science in practice

A. Bener*; B. Turhan; A. Tosun; B. Caglayan§; E. Kocaguneli    * Ryerson University, Toronto, ON, Canada University of Oulu, Finland Istanbul Technical University, Maslak Istanbul, Turkey§ Lero, University of Limerick, Ireland Microsoft, Seattle, WA, United States

Abstract

In software engineering, the primary objective is delivering high-quality systems within budget and time constraints. Managers struggle to make many decisions under a lot of uncertainty. They would like to be confident in the product, team, and the processes. Therefore, the need for evidence-based decision making, a.k.a. data science and analysis, has been growing in the software development industry as data becomes ...

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