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Databricks-Certified-Professional-Data-Engineer dumps questions answers

Databricks Databricks-Certified-Professional-Data-Engineer Dumps

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Databricks-Certified-Professional-Data-Engineer
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Databricks Certified Data Engineer Professional Exam
Last Update: May 4, 2024
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Databricks-Certified-Professional-Data-Engineer FAQs

The Databricks-Certified-Professional-Data-Engineer Exam is a specialized certification test designed to assess an individual's expertise in data engineering on the Databricks platform, particularly focusing on the application of data transformation, storage, and processing techniques using Apache Spark.

The Databricks Data Engineer exam evaluates key skills such as data processing, building data pipelines, performance optimization, and working with big data using Apache Spark and the Databricks platform, emphasizing both conceptual understanding and practical application in data engineering.

The minimum passing score for the Databricks-Certified-Professional-Data-Engineer Exam is typically set at 70%, although this benchmark may vary slightly based on exam versions and the complexity of the questions presented in the specific test iteration.

The Databricks-Certified-Professional-Data-Engineer Exam primarily features multiple-choice and multiple-response questions, designed to assess a candidate's practical and theoretical knowledge in data engineering, particularly focusing on scenarios and problem-solving using the Databricks and Apache Spark platform.

Yes, the Databricks-Certified-Professional-Data-Engineer Exam can be taken online, providing candidates with the convenience of completing the test remotely. This flexibility allows for a comfortable and accessible examination experience from a location of the candidate's choosing.

The fee for the Databricks-Certified-Professional-Data-Engineer Exam varies by region, typically ranging from $200 to $300. This cost reflects the exam's comprehensive assessment of data engineering skills on the Databricks and Apache Spark platforms.

Obtaining the Databricks-Certified-Professional-Data-Engineer certification significantly boosts a data engineering career by validating expertise in big data processing and analytics on Databricks and Apache Spark, enhancing job prospects, and positioning the individual as a skilled professional in a rapidly growing field.

The Databricks Certified Professional Data Engineer certification remains valid for two years from the date of passing the exam. Certified individuals are encouraged to renew their certification to stay current with the latest Databricks platform updates and data engineering practices.

Yes, the Databricks Data Engineer certification can significantly enhance your job prospects in big data by demonstrating your expertise in using Databricks for complex data processing and engineering tasks, a skill highly valued by employers in the data-intensive industries.

The Databricks Certified Professional Data Engineer exam is formatted as a series of multiple-choice questions designed to test your knowledge and skills in data engineering on the Databricks platform, covering data integration, transformation, and optimization processes.

The Databricks certification focuses specifically on the Databricks platform and Apache Spark, emphasizing practical data engineering tasks. In contrast, CompTIA's data-related certifications generally cover broader IT fundamentals, cybersecurity, and network management, without a focus on specific platforms or technologies.

Passing the Databricks Data Engineer exam validates your expertise in handling big data workflows on Databricks, enhancing your desirability to employers in industries reliant on large-scale data processing and analytics, and opening doors to advanced roles in data engineering and data science.

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Databricks Certified Data Engineer Professional Exam Questions and Answers

Questions 1

A table is registered with the following code:

Both users and orders are Delta Lake tables. Which statement describes the results of querying recent_orders?

Options:

A.

All logic will execute at query time and return the result of joining the valid versions of the source tables at the time the query finishes.

B.

All logic will execute when the table is defined and store the result of joining tables to the DBFS; this stored data will be returned when the table is queried.

C.

Results will be computed and cached when the table is defined; these cached results will incrementally update as new records are inserted into source tables.

D.

All logic will execute at query time and return the result of joining the valid versions of the source tables at the time the query began.

E.

The versions of each source table will be stored in the table transaction log; query results will be saved to DBFS with each query.

Questions 2

When evaluating the Ganglia Metrics for a given cluster with 3 executor nodes, which indicator would signal proper utilization of the VM's resources?

Options:

A.

The five Minute Load Average remains consistent/flat

B.

Bytes Received never exceeds 80 million bytes per second

C.

Network I/O never spikes

D.

Total Disk Space remains constant

E.

CPU Utilization is around 75%

Questions 3

A data engineer wants to join a stream of advertisement impressions (when an ad was shown) with another stream of user clicks on advertisements to correlate when impression led to monitizable clicks.

Which solution would improve the performance?

A)

B)

C)

D)

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D