Your Data Science Team Needs to Rapidly Experiment with Various

question 20

Multiple Choice

Your data science team needs to rapidly experiment with various features, model architectures, and hyperparameters. They need to track the accuracy metrics for various experiments and use an API to query the metrics over time. What should they use to track and report their experiments while minimizing manual effort?

• A) Use Kubeflow Pipelines to execute the experiments. Export the metrics file, and query the results using the Kubeflow Pipelines API.
• B) Use AI Platform Training to execute the experiments. Write the accuracy metrics to BigQuery, and query the results using the BigQuery API.
• C) Use AI Platform Training to execute the experiments. Write the accuracy metrics to Cloud Monitoring, and query the results using the Monitoring API.
• D) Use AI Platform Notebooks to execute the experiments. Collect the results in a shared Google Sheets file, and query the results using the Google Sheets API.

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Definitions:

Financial Reporting

The process of producing statements that disclose an organization's financial status to management, investors, and the government.

Accounts Receivable

Amounts receivable by a company from its clientele for products or services provided, awaiting payment.

Credit Sales

Sales transactions in which the customer is allowed to purchase goods or services on account, paying for them at a later date.

Finance Charge

The total cost of borrowing, including interest and any other charges, assessed on credit accounts.