Examtopics

Professional Machine Learning Engineer

  • Topic 1 Question 125

    You manage a team of data scientists who use a cloud-based backend system to submit training jobs. This system has become very difficult to administer, and you want to use a managed service instead. The data scientists you work with use many different frameworks, including Keras, PyTorch, theano, scikit-learn, and custom libraries. What should you do?

    • Use the Vertex AI Training to submit training jobs using any framework.

    • Configure Kubeflow to run on Google Kubernetes Engine and submit training jobs through TFJob.

    • Create a library of VM images on Compute Engine, and publish these images on a centralized repository.

    • Set up Slurm workload manager to receive jobs that can be scheduled to run on your cloud infrastructure.

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