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Practices and Infrastructures for ML Systems -- An Interview Study in Finnish Organizations
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  • Dennis Muiruri ,
  • Lucy Ellen Lwakatare ,
  • Jukka K. Nurminen ,
  • Tommi Mikkonen
Dennis Muiruri
University of Helsinki, University of Helsinki, University of Helsinki

Corresponding Author:[email protected]

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Lucy Ellen Lwakatare
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Jukka K. Nurminen
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Tommi Mikkonen
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Abstract

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.