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How does Machine Learning Change Software Development Practices?
2019
IEEE Transactions on Software Engineering
Adding an ability for a system to learn inherently adds uncertainty into the system. Given the rising popularity of incorporating machine learning into systems, we wondered how the addition alters software development practices. We performed a mixture of qualitative and quantitative studies with 14 interviewees and 342 survey respondents from 26 countries across four continents to elicit significant differences between the development of machine learning systems and the development of
doi:10.1109/tse.2019.2937083
fatcat:b257awyjrrcwvaxlxvgjhqiygy