Machine Learning on Terra (advanced tutorial)

This series of articles describes how Terra, standalone or in conjunction with Google Cloud Platform’s (GCP) Vertex AI, can support your ML-based analysis. Part I shows how to train a model in a Terra notebook. Part II walks through how to do large-scale training and model serving using Vertex AI, and discusses when it makes sense to do that. Part III discusses ML Ops: what it is, why it is important for research in biomedical domains, and Vertex AI services and tooling that can help. A public workspace ( provides example notebooks for the series.