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Software Engineering for Machine Learning: A Case Study

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Software Engineering for Machine Learning: A Case StudySaleema AmershiMicrosoft ResearchRedmond, WA BegelMicrosoft ResearchRedmond, WA BirdMicrosoft ResearchRedmond, WA DeLineMicrosoft ResearchRedmond, WA GallUniversity of ZurichZurich, KamarMicrosoft ResearchRedmond, WA NagappanMicrosoft ResearchRedmond, WA NushiMicrosoft ResearchRedmond, WA ZimmermannMicrosoft ResearchRedmond, WA Recent advances in Machine learning have stim-ulated widespread interest within the Information Technologysector on integrating AI capabilities into Software and goal has forced organizations to evolve their developmentprocesses.

software industry. Each shift brings with it new software engineering goals that spur software organizations to evolve their development practices in order to address the novel aspects of the domain. The latest trend to hit the software industry is around integrating artificial intelligence (AI) capabilities based on advances in machine learning.

  Engineering, Machine, Industry, Software, Learning, Software engineering for machine learning

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