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NEW QUESTION 16
Why do you need to split a machine learning dataset into training data and test data?

A.    So you can try two different sets of features.
B.    To make sure your model is generalized for more than just the training data.
C.    To allow you to create unit tests in your code.
D.    So you can use one dataset for a wide model and one for a deep model.

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NEW QUESTION 1
Suppose you have a table that includes a nested column called “city” inside a column called “person”, but when you try to submit the following query in BigQuery, it gives you an error:
SELECT person FROM `project1.example.table1` WHERE city = “London”
How would you correct the error?

A.    Add “, UNNEST(person)” before the WHERE clause.
B.    Change “person” to “person.city”.
C.    Change “person” to “city.person”.
D.    Add “, UNNEST(city)” before the WHERE clause.

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NEW QUESTION 16
The application reliability team at your company has added a debug feature to their backend service to send all server events to Google Cloud Storage for eventual analysis. The event records are at least 50 KB and at most 15 MB and are expected to peak at 3,000 events per second. You want to minimize data loss. Which process should you implement?

A.    Append metadata to file body.
Compress individual files.
Name files with serverName-Timestamp.
Create a new bucket if bucket is older than 1 hour and save individual files to the new bucket.
Otherwise, save files to existing bucket.
B.    Batch every 10,000 events with a single manifest file for metadata.
Compress event files and manifest file into a single archive file.
Name files using serverName-EventSequence.
Create a new bucket if bucket is older than 1 day and save the single archive file to the new bucket. Otherwise, save the single archive file to existing bucket.
C.    Compress individual files.
Name files with serverName-EventSequence.
Save files to one bucket.
Set custom metadata headers for each object after saving.
D.    Append metadata to file body.
Compress individual files.
Name files with a random prefix pattern.
Save files to one bucket.

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NEW QUESTION 1
Your organization requires that metrics from all applications be retained for 5 years for future analysis in possible legal proceedings. Which approach should you use?

A.    Grant the security team access to the logs in each Project.
B.    Configure Stackdriver Monitoring for all Projects, and export to BigQuery.
C.    Configure Stackdriver Monitoring for all Projects with the default retention policies.
D.    Configure Stackdriver Monitoring for all Projects, and export to Google Cloud Storage.