kubeflow on Vertex

Starting point for an overview and demo

https://towardsdatascience.com/giving-vertex-ai-the-new-unified-ml-platform-on-google-cloud-a-spin-35e0f3852f25

small hands-on

https://towardsdatascience.com/how-to-deploy-a-tensorflow-model-to-vertex-ai-87d9ae1df56

https://towardsdatascience.com/developing-and-deploying-a-machine-learning-model-on-vertex-ai-using-python-865b535814f8

Lengthy notebook with model training code using bigquery data and vertex ai deployment

https://github.com/GoogleCloudPlatform/data-science-on-gcp/blob/edition2/09_vertexai/flights_model_tf2.ipynb

Google Repo with End-to-End ml pipeline example for a toy dataset

https://github.com/GoogleCloudPlatform/mlops-with-vertex-ai

Google repo with a variety of community examples for Vertex AI cases (One of the fullest and most useful things to have in the bookmarks)

https://github.com/GoogleCloudPlatform/vertex-ai-samples

Pytorch on Vertex AI article

https://cloud.google.com/blog/topics/developers-practitioners/orchestrating-pytorch-ml-workflows-vertex-ai-pipelines