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Amy Unruh

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Articles

Recent activity by Amy Unruh

  • Best practices for source control on Terra

    Learn why and how to track and manage changes to code (in notebooks, Python and R scripts and packages, or workflows) on Terra. Why/when to use source control CollaboratingSource control lets many...

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  • Machine learning on Terra, Part II: Scaling training, and serving

    When scaling ML training and prediction, it is often helpful to use services like Vertex AI, in addition to in-notebook computation. Vertex AI brings together the Google Cloud services for building...

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  • Machine learning on Terra, Part III: ML Ops

    When you try to ‘productionize’ or scale your ML analysis, what was built as the prototype is often only a small piece of what you need to pay attention to (where “productionize” indicates making a...

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  • Machine learning in Terra, Part I: Train in a Terra notebook

      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. Vertex AI brings together the Google Cl...

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