bootcamp2

bootcamp2

Professional Development

10 Qs

quiz-placeholder

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bootcamp2

bootcamp2

Assessment

Quiz

Other

Professional Development

Practice Problem

Hard

Created by

Nikhil Rana

Used 1+ times

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10 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is true about Feature Cross?

It is a process of combining features into a single feature

Feature Cross enables a model to learn separate weights for each combination of features

Both options are correct

None of the options are correct

2.

MULTIPLE SELECT QUESTION

20 sec • 1 pt

Which of the following is a valid way to reduce training serving skew?

Use feature store

Use a transform function (example: TFX or TRANSFORM clause in BQML)

Use a preprocessing layer within the model

None of the above

3.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

Where are the features registered in a Vertex AI Feature Store?

Online Store

Offline Store

Feature Monitoring

Feature registry

4.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

_____is a collection of semantically related features

Entity

Entity type

Feature Store

Feature value

5.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

Which of the following is the process of importing feature values

computed by your feature engineering jobs into a featurestore?

Feature ingestion

Feature Monitoring

Feature store

Feature serving

6.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

As an approach to feature engineering, which of the following most accurately describes what TensorFlow Transform is a hybrid of?

Apache Beam on Dataflow and TensorFlow

AI Platform and TensorFlow

Dataflow and TensorFlow

Apache Beam and TensorFlow

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

You work for a global hotel chain that has recently loaded some guest data into BigQuery. You have experience writing SQL and want to leverage machine learning to help predict guest trends for the next few months. Which option is best?

Custom training

BigQuery ML

Pre-trained APIs

AutoML

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