Model Versioning using Vertex AI Model

[dineshvelmuruga]

How do I register the model and load the different versions of the model using Vertex AI model.

For instance, I have trained scikit-learn model and I want to register it as v1(automatically as v1). After sometime, I have retrained my model with new features and I want to register my model with new version(automatically as v2).

Now I want to load my model like aiplatform.Model.load_model("model_name", "model_version") (not the current feature)

How Can I do this using Vertex AI Models

[clausagerskov]

GoogleCloudPlatform/vertex-ai-samples#585

[SaschaHeyer]

Hi @dineshvelmuruga
I have written an article on how to properly use Vertex AI Model Registry's Versioning functionality
https://medium.com/google-cloud/google-vertex-ai-model-versioning-72696bccd0d2