You Are Developing Models to Classify Customer Support Emails

question 32

Multiple Choice

You are developing models to classify customer support emails. You created models with TensorFlow Estimators using small datasets on your on-premises system, but you now need to train the models using large datasets to ensure high performance. You will port your models to Google Cloud and want to minimize code refactoring and infrastructure overhead for easier migration from on-prem to cloud. What should you do?

• A) Use AI Platform for distributed training.
• B) Create a cluster on Dataproc for training.
• C) Create a Managed Instance Group with autoscaling.
• D) Use Kubeflow Pipelines to train on a Google Kubernetes Engine cluster.

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Definitions:

Indian Removal Act

A law passed in 1830 that authorized the forced relocation of Native American tribes from their ancestral lands in the southeastern United States to areas west of the Mississippi River.

Georgia

A state in the southeastern United States known for its diverse geography, ranging from mountains to beaches, and its rich history, including its role as a Confederate state during the Civil War and as a center of the civil rights movement.

Cherokee

A Native American people originally from the southeastern United States, known for their rich culture and history.

Supreme Court's Decision

The final ruling or judgment made by the Supreme Court, which has the ultimate judicial authority to interpret and apply the law in federal cases.