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NEW QUESTION 32
Two junior data engineers are authoring separate parts of a single data pipeline notebook. They are working on
separate Git branches so they can pair program on the same notebook simultaneously. A senior data engineer
experienced in Databricks suggests there is a better alternative for this type of collaboration.
Which of the following supports the senior data engineer's claim?

A. Databricks Notebooks support automatic change-tracking and versioningB. Databricks Notebooks support the creation of interactive data visualizationsC. Databricks Notebooks support commenting and notification commentsD. Databricks Notebooks support the use of multiple languages in the same notebookE. Databricks Notebooks support real-time co-authoring on a single notebook

Answer: E

 

NEW QUESTION 33
If E1 and E2 are two events, how do you represent the conditional probability given that E2 occurs given that
E1 has occurred?

A. P(E2)/(P(E1+E2)B. P(E2)/P(E1)C. P(E1+E2)/P(E1)D. P(E1)/P(E2)

Answer: B

 

NEW QUESTION 34
An engineering manager uses a Databricks SQL query to monitor their team's progress on fixes related to
customer-reported bugs. The manager checks the results of the query every day, but they are manually
rerunning the query each day and waiting for the results.
Which of the following approaches can the manager use to ensure the results of the query are up-dated each
day?

A. They can schedule the query to run every 12 hours from the Jobs UIB. They can schedule the query to refresh every 1 day from the SQL endpoint's page in Databricks SQLC. They can schedule the query to refresh every 12 hours from the SQL endpoint's page in Databricks SQLD. They can schedule the query to refresh every 1 day from the query's page in Databricks SQLE. They can schedule the query to run every 1 day from the Jobs UI

Answer: D

 

NEW QUESTION 35
A data engineer has written the following query:
1. SELECT *
2. FROM json.`/path/to/json/file.json`;
The data engineer asks a colleague for help to convert this query for use in a Delta Live Tables (DLT)
pipeline. The query should create the first table in the DLT pipeline.
Which of the following describes the change the colleague needs to make to the query?

A. They need to add the cloud_files(...) wrapper to the JSON file pathB. They need to add a CREATE DELTA LIVE TABLE table_name AS line at the beginning of the queryC. They need to add a live. prefix prior to json. in the FROM lineD. They need to add a COMMENT line at the beginning of the queryE. They need to add a CREATE LIVE TABLE table_name AS line at the beginning of the query

Answer: E

 

NEW QUESTION 36
A data engineer is overwriting data in a table by deleting the table and recreating the table. Another data
engineer suggests that this is inefficient and the table should simply be overwritten instead.
Which of the following reasons to overwrite the table instead of deleting and recreating the table is incorrect?

A. Overwriting a table is an atomic operation and will not leave the table in an unfinished stateB. Overwriting a table maintains the old version of the table for Time TravelC. Overwriting a table allows for concurrent queries to be completed while in progressD. Overwriting a table results in a clean table history for logging and audit purposesE. Overwriting a table is efficient because no files need to be deleted

Answer: D

 

NEW QUESTION 37
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