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Advanced examination information

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Google Data Engineer Sample Questions:

1. Flowlogistic's CEO wants to gain rapid insight into their customer base so his sales team can be better informed in the field. This team is not very technical, so they've purchased a visualization tool to simplify the creation of BigQuery reports. However, they've been overwhelmed by all the data in the table, and are spending a lot of money on queries trying to find the data they need. You want to solve their problem in the most cost-effective way. What should you do?

A) Create an additional table with only the necessary columns.
B) Export the data into a Google Sheet for virtualization.
C) Create a view on the table to present to the virtualization tool.
D) Create identity and access management (IAM) roles on the appropriate columns, so only they appear in a query.

2. What Dataflow concept determines when a Window's contents should be output based on certain criteria being met?

A) Triggers
B) OutputCriteria
C) Sessions
D) Windows

3. You are developing an application on Google Cloud that will automatically generate subject labels for users' blog posts. You are under competitive pressure to add this feature quickly, and you have no additional developer resources. No one on your team has experience with machine learning. What should you do?

A) Build and train a text classification model using TensorFlo
B) Deploy the model using a KubernetesEngine cluste
C) Call the model from your application and process the results as labels.
D) Call the model from your application and process the results as labels.
E) Call the Cloud Natural Language API from your applicatio
F) Deploy the model using Cloud Machine Learning Engin
G) Call the Cloud Natural Language API from your applicatio
H) Process the generated Entity Analysis as labels.
I) Build and train a text classification model using TensorFlo
J) Process the generated Sentiment Analysis as labels.

4. Which of the following statements is NOT true regarding Bigtable access roles?

A) To give a user access to only one table in a project, you must configure access through your application.
B) Using IAM roles, you cannot give a user access to only one table in a project, rather than all tables in a project.
C) You can configure access control only at the project level.
D) To give a user access to only one table in a project, grant the user the Bigtable Editor role for that table.

5. An online retailer has built their current application on Google App Engine. A new initiative at the company mandates that they extend their application to allow their customers to transact directly via the application.
They need to manage their shopping transactions and analyze combined data from multiple datasets using a business intelligence (BI) tool. They want to use only a single database for this purpose. Which Google Cloud database should they choose?

A) Cloud BigTable
B) BigQuery
C) Cloud SQL
D) Cloud Datastore

Solutions: