Automating table backups in VertexAI training tasks — through BigQuery

Márton Kodok
Google Cloud - Community
9 min readFeb 26, 2023

--

Discover the advantages and the necessity of backing up a table during its usage in a VertexAI training task. We at REEA implemented an automated approach by utilizing Cloud Workflows to retain the tables used in a training task, with the objective of preserving the exact records for future analysis.

Automating table backups in VertexAI training tasks — through BigQuery and Cloud Workflows

Goal: Our machine learning team needs to…

--

--

Márton Kodok
Google Cloud - Community

Speaker at conferences, a Google Developer Expert top user on Stackoverflow, software architect at REEA.net, co-founder IT Mures, life-long learner, mentor