PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #266
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #266: Real Exam Question with Answer & Explanation
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Question
You have recently used TensorFlow to train a classification model on tabular data. You have created a Dataflow pipeline that can transform several terabytes of data into training or prediction datasets consisting of TFRecords. You now need to productionize the model, and you want the predictions to be automatically uploaded to a BigQuery table on a weekly schedule. What should you do?
Options
- AImport the model into Vertex AI and deploy it to a Vertex AI endpoint. On Vertex AI Pipelines,
- BImport the model into Vertex AI and deploy it to a Vertex AI endpoint. Create a Dataflow pipeline
- CImport the model into Vertex AI. On Vertex AI Pipelines, create a pipeline that uses the
- DImport the model into BigQuery. Implement the data processing logic in a SQL query. On Vertex
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