Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 189

Question

You are implementing a batch inference ML pipeline in Google Cloud. The model was developed using TensorFlow and is stored in SavedModel format in Cloud Storage. You need to apply the model to a historical dataset containing 10 TB of data that is stored in a BigQuery table. How should you perform the inference?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Import the TensorFlow model by using the CREATE MODEL statement in BigQuery ML. Apply the historical data to the TensorFlow model BigQuery is a serverless, petabyte-scale data warehouse for fast SQL analytics with no infrastructure to manage.

Google Cloud Professional Machine Learning Engineer PMLE — Question 189