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The Databricks-Certified-Data-Engineer-Associate certification is highly regarded in the industry and is recognized by many organizations as a mark of excellence in data engineering. This certification can help data engineers to advance their careers and increase their earning potential. It can also help employers to identify skilled and knowledgeable data engineers who can help them to unlock the value of their data.

The Databricks Certified Data Engineer Associate certification is ideal for professionals working in data engineering, data warehousing, and data modeling roles. The certification demonstrates the candidate's knowledge of Databricks and their ability to design and implement data engineering solutions using Databricks. It also validates their understanding of data transformation, ETL processes, data warehousing, and data modeling concepts. The certification can enhance the candidate's career opportunities and increase their earning potential.

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GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q44-Q49):

NEW QUESTION # 44
A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE. Three datasets are defined against Delta Lake table sources using LIVE TABLE.
The table is configured to run in Production mode using the Continuous Pipeline Mode.
Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?

A. All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will persist to allow for additional testing.B. All datasets will be updated once and the pipeline will persist without any processing. The compute resources will persist but go unused.C. All datasets will be updated once and the pipeline will shut down. The compute resources will be terminated.D. All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will be deployed for the update and terminated when the pipeline is stopped.E. All datasets will be updated once and the pipeline will shut down. The compute resources will persist to allow for additional testing.

Answer: E

NEW QUESTION # 45
Which of the following describes the relationship between Gold tables and Silver tables?

A. Gold tables are more likely to contain aggregations than Silver tables.B. Gold tables are more likely to contain truthful data than Silver tables.C. Gold tables are more likely to contain more data than Silver tables.D. Gold tables are more likely to contain a less refined view of data than Silver tables.E. Gold tables are more likely to contain valuable data than Silver tables.

Answer: D

NEW QUESTION # 46
Which of the following benefits is provided by the array functions from Spark SQL?

A. An ability to work with complex, nested data ingested from JSON filesB. An ability to work with time-related data in specified intervalsC. An ability to work with an array of tables for procedural automationD. An ability to work with data in a variety of types at onceE. An ability to work with data within certain partitions and windows

Answer: E

NEW QUESTION # 47
Which of the following Git operations must be performed outside of Databricks Repos?

A. MergeB. PullC. PushD. CommitE. Clone

Answer: E

NEW QUESTION # 48
A data engineer has been using a Databricks SQL dashboard to monitor the cleanliness of the input data to an ELT job. The ELT job has its Databricks SQL query that returns the number of input records containing unexpected NULL values. The data engineer wants their entire team to be notified via a messaging webhook whenever this value reaches 100.
Which of the following approaches can the data engineer use to notify their entire team via a messaging webhook whenever the number of NULL values reaches 100?

A. They can set up an Alert with one-time notifications.B. They can set up an Alert with a new webhook alert destination.C. They can set up an Alert with a custom template.D. They can set up an Alert with a new email alert destination.E. They can set up an Alert without notifications.

Answer: B

NEW QUESTION # 49
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