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   Martynas Subonis (martynas_subonis@mastodon.social)'s status on Tuesday, 10-Sep-2024 02:56:13 JST Martynas Subonis

   In this post, I discuss key concepts for building effective machine learning workflows, focusing on reproducibility, artifact tracking, and automation. While I use a weather recognition project with Kubeflow Pipelines and Vertex AI as an example, the true goal is to share practical tips and important considerations.

   https://martynassubonis.substack.com/p/reasoning-about-ml-workflows

   #python #devops #machinelearning #finetuning #ai

   • Embed this notice
     Hilton Fernandes (hgfernan@noc.social)'s status on Tuesday, 10-Sep-2024 02:57:30 JST Hilton Fernandes

     in reply to

     Wow, @martynas_subonis !

     Just what the doctor ordered.
     🙃

     I mean I'm trying to learn about ML workflows.

   • Embed this notice
     Hilton Fernandes (hgfernan@noc.social)'s status on Tuesday, 10-Sep-2024 04:23:01 JST Hilton Fernandes

     in reply to

     Hello, @martynas_subonis !

     I'm certainly lots of people considered you article useful.

     The problem is that in this social network the interaction seems to be minimal.
     🤔

   • Embed this notice
     Martynas Subonis (martynas_subonis@mastodon.social)'s status on Tuesday, 10-Sep-2024 04:23:02 JST Martynas Subonis

     in reply to

     • Hilton Fernandes

     @hgfernan glad somebody found the article useful 👍