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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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You have trained a machine learning model and packaged it in a custom Docker container for serving. After deploying the container to Vertex AI Model Registry, you attempt to submit a batch prediction job. However, the job fails with the following error message: 'Error model server never became ready. Please validate that your model file or container configuration are valid.' No additional errors are found in the logs. What steps would you take to diagnose and potentially resolve this issue?

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