Databricks Databricks-Certified-Data-Engineer-Associate Latest Exam Questions - Databricks-Certified-Data-Engineer-Associate Training Pdf

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Databricks Certified Data Engineer Associate Exam Sample Questions (Q16-Q21):

NEW QUESTION # 16
A data engineer needs to apply custom logic to string column city in table stores for a specific use case. In order to apply this custom logic at scale, the data engineer wants to create a SQL user-defined function (UDF).
Which of the following code blocks creates this SQL UDF?

Answer: A

NEW QUESTION # 17
A data engineer runs a statement every day to copy the previous day's sales into the table transactions. Each day's sales are in their own file in the location "/transactions/raw".
Today, the data engineer runs the following command to complete this task:

After running the command today, the data engineer notices that the number of records in table transactions has not changed.
Which of the following describes why the statement might not have copied any new records into the table?

A. The COPY INTO statement requires the table to be refreshed to view the copied rows.
B. The format of the files to be copied were not included with the FORMAT_OPTIONS keyword.
C. The names of the files to be copied were not included with the FILES keyword.
D. The PARQUET file format does not support COPY INTO.
E. The previous day's file has already been copied into the table.

Answer: E

NEW QUESTION # 18
A data architect has determined that a table of the following format is necessary:

Which of the following code blocks uses SQL DDL commands to create an empty Delta table in the above format regardless of whether a table already exists with this name?

A. Option A
B. Option E
C. Option C
D. Option D
E. Option B

Answer: B

Explanation:
References: Create a table using SQL | Databricks on AWS, Create a table using SQL - Azure Databricks, Delta Lake Quickstart - Azure Databricks

NEW QUESTION # 19
A data organization leader is upset about the data analysis team's reports being different from the data engineering team's reports. The leader believes the siloed nature of their organization's data engineering and data analysis architectures is to blame.
Which of the following describes how a data lakehouse could alleviate this issue?

A. Both teams would reorganize to report to the same department
B. Both teams would respond more quickly to ad-hoc requests
C. Both teams would be able to collaborate on projects in real-time
D. Both teams would use the same source of truth for their work
E. Both teams would autoscale their work as data size evolves

Answer: D

NEW QUESTION # 20
Which of the following is stored in the Databricks customer's cloud account?

A. Cluster management metadata
B. Databricks web application
C. Data
D. Repos
E. Notebooks

Answer: C

Explanation:
The only option that is stored in the Databricks customer's cloud account is data. Data is stored in the customer's cloud storage service, such as AWS S3 or Azure Data Lake Storage. The customer has full control and ownership of their data and can access it directly from their cloud account.
Option A is not correct, as the Databricks web application is hosted and managed by Databricks on their own cloud infrastructure. The customer does not need to install or maintain the web application, but only needs to access it through a web browser.
Option B is not correct, as the cluster management metadata is stored and managed by Databricks on their own cloud infrastructure. The cluster management metadata includes information such as cluster configuration, status, logs, and metrics. The customer can view and manage their clusters through the Databricks web application, but does not have direct access to the cluster management metadata.
Option C is not correct, as the repos are stored and managed by Databricks on their own cloud infrastructure. Repos are version-controlled repositories that store code and data files for Databricks projects. The customer can create and manage their repos through the Databricks web application, but does not have direct access to the repos.
Option E is not correct, as the notebooks are stored and managed by Databricks on their own cloud infrastructure. Notebooks are interactive documents that contain code, text, and visualizations for Databricks workflows. The customer can create and manage their notebooks through the Databricks web application, but does not have direct access to the notebooks.
Reference:
Databricks Architecture
Databricks Data Sources
Databricks Repos
[Databricks Notebooks]
[Databricks Data Engineer Professional Exam Guide]

NEW QUESTION # 21
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Databricks Databricks-Certified-Data-Engineer-Associate Latest Exam Questions - Databricks-Certified-Data-Engineer-Associate Training Pdf

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Databricks Certified Data Engineer Associate Exam Sample Questions (Q16-Q21):

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