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Databricks Databricks-Certified-Data-Engineer-Associate Dumps Questions Answers

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Last Update: Apr 27, 2024
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  • ELT with Spark SQL and Python: Building data pipelines using ETL (Extract, Transform, Load) processes with both SQL and Python code.
  • Incremental Data Processing: Implementing real-time and near-real-time data pipelines for streaming data.
  • Production Pipelines and Data Governance: Deploying and monitoring data pipelines and ensuring data security and compliance.

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Questions 1

A data engineer has been using a Databricks SQL dashboard to monitor the cleanliness of the input data to a data analytics dashboard for a retail use case. The job has a Databricks SQL query that returns the number of store-level records where sales is equal to zero. The data engineer wants their entire team to be notified via a messaging webhook whenever this value is greater than 0.

Which of the following approaches can the data engineer use to notify their entire team via a messaging webhook whenever the number of stores with $0 in sales is greater than zero?

Options:

A.

They can set up an Alert with a custom template.

B.

They can set up an Alert with a new email alert destination.

C.

They can set up an Alert with one-time notifications.

D.

They can set up an Alert with a new webhook alert destination.

E.

They can set up an Alert without notifications.

Questions 2

A data engineer wants to schedule their Databricks SQL dashboard to refresh once per day, but they only want the associated SQL endpoint to be running when it is necessary.

Which of the following approaches can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?

Options:

A.

They can ensure the dashboard’s SQL endpoint matches each of the queries’ SQL endpoints.

B.

They can set up the dashboard’s SQL endpoint to be serverless.

C.

They can turn on the Auto Stop feature for the SQL endpoint.

D.

They can reduce the cluster size of the SQL endpoint.

E.

They can ensure the dashboard’s SQL endpoint is not one of the included query’s SQL endpoint.

Questions 3

A data engineer has developed a data pipeline to ingest data from a JSON source using Auto Loader, but the engineer has not provided any type inference or schema hints in their pipeline. Upon reviewing the data, the data engineer has noticed that all of the columns in the target table are of the string type despite some of the fields only including float or boolean values.

Which of the following describes why Auto Loader inferred all of the columns to be of the string type?

Options:

A.

There was a type mismatch between the specific schema and the inferred schema

B.

JSON data is a text-based format

C.

Auto Loader only works with string data

D.

All of the fields had at least one null value

E.

Auto Loader cannot infer the schema of ingested data

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