Development_and_Deployment_of_ML_based_systems_techrxiv_v3.pdf (148.61 kB)
Download filePractices and Infrastructures for ML Systems – An Interview Study in Finnish Organizations
preprint
posted on 2022-05-10, 03:31 authored by Dennis MuiruriDennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen
Using interviews, we investigated the practices and toolchains for machine learning (ML)-enabled systems from 16 organizations across various domains in Finland. We observed some well- established artificial intelligence engineering approaches, but practices and tools are still needed for the testing and monitoring of ML-enabled systems.