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Agility in Software 2.0 – Notebook Interfaces and MLOps with Buttresses and Rebars
[article]
2021
arXiv
pre-print
Artificial intelligence through machine learning is increasingly used in the digital society. Solutions based on machine learning bring both great opportunities, thus coined "Software 2.0," but also great challenges for the engineering community to tackle. Due to the experimental approach used by data scientists when developing machine learning models, agility is an essential characteristic. In this keynote address, we discuss two contemporary development phenomena that are fundamental in
arXiv:2111.14142v1
fatcat:alm4wx5dtfhldldurpl5hz26gi