Notices by Martynas Subonis (martynas_subonis@mastodon.social)

@hgfernan glad somebody found the article useful 👍

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