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Machine Learning Application Development: Practitioners' Insights. (arXiv:2112.15277v1 [cs.SE])
cs.LG updates on arXiv.org arxiv.org
Nowadays, intelligent systems and services are getting increasingly popular
as they provide data-driven solutions to diverse real-world problems, thanks to
recent breakthroughs in Artificial Intelligence (AI) and Machine Learning (ML).
However, machine learning meets software engineering not only with promising
potentials but also with some inherent challenges. Despite some recent research
efforts, we still do not have a clear understanding of the challenges of
developing ML-based applications and the current industry practices. Moreover,
it is unclear where software engineering researchers …
application arxiv development insights learning machine machine learning