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To help spread these skills through the company a variety of tactics are used: a twice-yearly internal conference on machine learning and data science dedicates at least one day to the basics of technologies, algorithms, and best practices; internal talks are given year round on engineering details behind projects, and cutting-edge advances from academic conferences; several teams host weekly open forums on ML and deep learning; and there are mailing lists and online forums with thousands of participants.
A survey informed by conversations with 14 experienced ML leaders within Microsoft was sent to 4,195 members of those internal mailing lists, garnering 551 replies.
Software engineering (SE) is the application of a systematic, disciplined, quantifiable approach to the development, operation, and maintenance of software, and the study of these approaches; that is, the application of engineering to software.
It is the application of engineering to software because it integrates significant mathematics, computer science and practices whose origins are in engineering.
First Paragraph Of An Essay - Software Engineering Research Paper