Examtopics

Professional Machine Learning Engineer
  • Topic 1 Question 168

    You need to develop an image classification model by using a large dataset that contains labeled images in a Cloud Storage bucket. What should you do?

    • Use Vertex AI Pipelines with the Kubeflow Pipelines SDK to create a pipeline that reads the images from Cloud Storage and trains the model.

    • Use Vertex AI Pipelines with TensorFlow Extended (TFX) to create a pipeline that reads the images from Cloud Storage and trains the model.

    • Import the labeled images as a managed dataset in Vertex AI and use AutoML to train the model.

    • Convert the image dataset to a tabular format using Dataflow Load the data into BigQuery and use BigQuery ML to train the model.


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