MLOps approach for system performance optimization for machine learning systems

There are numerous practical challenges related to development or operation of machine learning systems in real-world scenarios, and the field of MLOps brings DevOps practices from software engineering to machine learning. This thesis investigated whether using early stopping with system metrics lea...

Täydet tiedot

Bibliografiset tiedot
Päätekijä: Lempinen, Aleksander
Muut tekijät: Faculty of Information Technology, Informaatioteknologian tiedekunta, Jyväskylän yliopisto, University of Jyväskylä
Aineistotyyppi: Pro gradu
Kieli:eng
Julkaistu: 2024
Aiheet:
Linkit: https://jyx.jyu.fi/handle/123456789/96127