You Have Trained a Text Classification Model in TensorFlow Using

question 24

Multiple Choice

You have trained a text classification model in TensorFlow using AI Platform. You want to use the trained model for batch predictions on text data stored in BigQuery while minimizing computational overhead. What should you do?

• A) Export the model to BigQuery ML.
• B) Deploy and version the model on AI Platform.
• C) Use Dataflow with the SavedModel to read the data from BigQuery.
• D) Submit a batch prediction job on AI Platform that points to the model location in Cloud Storage.

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Definitions:

Explicit Memory

The conscious recollection of factual information, previous experiences, and concepts.

Implicit Memory

A kind of memory where earlier encounters enhance task performance, all without the person's conscious recognition of these encounters.

Hippocampus

A region of the brain that is associated with the formation of memories.

Long-Term Potentiation

A process where repeated stimulation enhances the strength of synaptic connections, fundamental for learning and memory.