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Exam Code:	Databricks-Certified-Professional-Data-Engineer
Exam Name:	Databricks Certified Professional Data Engineer Exam
Certification Provider:	Databricks
Free Question Number:	50
Version:	v2024-12-04
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# of views:	764
# of Questions views:	19052
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Exam Question List: Question 1: An upstream source writes Parquet data as hourly batches to ...; Question 2: A production workload incrementally applies updates from an ...; Question 3: Two of the most common data locations on Databricks are the ...; Question 4: A data team's Structured Streaming job is configured to calc...; Question 5: A team of data engineer are adding tables to a DLT pipeline ...; Question 6: Which of the following is true of Delta Lake and the Lakehou...; Question 7: Which statement characterizes the general programming model ...; Question 8: The business reporting tem requires that data for their dash...; Question 9: Which statement describes the default execution mode for Dat...; Question 10: In order to prevent accidental commits to production data, a...; Question 11: A data engineer is configuring a pipeline that will potentia...; Question 12: An upstream system is emitting change data capture (CDC) log...; Question 13: The data engineering team maintains the following code: (Exh...; Question 14: All records from an Apache Kafka producer are being ingested...; Question 15: A data pipeline uses Structured Streaming to ingest data fro...; Question 16: The view updates represents an incremental batch of all newl...; Question 17: What is the first of a Databricks Python notebook when viewe...; Question 18: A data ingestion task requires a one-TB JSON dataset to be w...; Question 19: A junior developer complains that the code in their notebook...; Question 20: Which configuration parameter directly affects the size of a...; Question 21: A CHECK constraint has been successfully added to the Delta ...; Question 22: A junior data engineer is working to implement logic for a L...; Question 23: A member of the data engineering team has submitted a short ...; Question 24: A nightly job ingests data into a Delta Lake table using the...; Question 25: Although the Databricks Utilities Secrets module provides to...; Question 26: Which statement describes Delta Lake optimized writes?...; Question 27: A Databricks SQL dashboard has been configured to monitor th...; Question 28: Which is a key benefit of an end-to-end test?...; Question 29: In order to facilitate near real-time workloads, a data engi...; Question 30: The data engineer is using Spark's MEMORY_ONLY storage level...; Question 31: A Databricks job has been configured with 3 tasks, each of w...; Question 32: A junior member of the data engineering team is exploring th...; Question 33: Where in the Spark UI can one diagnose a performance problem...; Question 34: The Databricks workspace administrator has configured intera...; Question 35: A data engineer wants to reflector the following DLT code, w...; Question 36: A user wants to use DLT expectations to validate that a deri...; Question 37: The security team is exploring whether or not the Databricks...; Question 38: A junior data engineer has configured a workload that posts ...; Question 39: A data engineer, User A, has promoted a new pipeline to prod...; Question 40: The data engineering team is migrating an enterprise system ...; Question 41: A Delta Lake table was created with the below query: (Exhibi...; Question 42: A data engineer is testing a collection of mathematical func...; Question 43: When scheduling Structured Streaming jobs for production, wh...; Question 44: The downstream consumers of a Delta Lake table have been com...; Question 45: The DevOps team has configured a production workload as a co...; Question 46: A Data engineer wants to run unit's tests using common Pytho...; Question 47: Each configuration below is identical to the extent that eac...; Question 48: Which statement describes Delta Lake Auto Compaction?...; Question 49: The data architect has mandated that all tables in the Lakeh...; Question 50: The data architect has mandated that all tables in the Lakeh...

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