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The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) exam is a certification program designed for individuals who wish to demonstrate their expertise in designing and implementing big data solutions using Databricks. This exam is intended for data engineers, data analysts, and big data architects who want to validate their skills in building and managing large-scale data processing systems using Databricks.
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GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q28-Q33):
NEW QUESTION # 28
Which of the following commands can be used to write data into a Delta table while avoiding the writing of duplicate records?
- A. MERGE
- B. APPEND
- C. IGNORE
- D. INSERT
- E. DROP
Answer: A
NEW QUESTION # 29
Which of the following tools is used by Auto Loader process data incrementally?
- A. Data Explorer
- B. Checkpointing
- C. Spark Structured Streaming
- D. Unity Catalog
- E. Databricks SQL
Answer: C
NEW QUESTION # 30
Which of the following data lakehouse features results in improved data quality over a traditional data lake?
- A. A data lakehouse provides storage solutions for structured and unstructured data.
- B. A data lakehouse allows the use of SQL queries to examine data.
- C. A data lakehouse stores data in open formats.
- D. A data lakehouse supports ACID-compliant transactions.
- E. A data lakehouse enables machine learning and artificial Intelligence workloads.
Answer: B
NEW QUESTION # 31
A data organization leader is upset about the data analysis team's reports being different from the data engineering team's reports. The leader believes the siloed nature of their organization's data engineering and data analysis architectures is to blame.
Which of the following describes how a data lakehouse could alleviate this issue?
- A. Both teams would autoscale their work as data size evolves
- B. Both teams would respond more quickly to ad-hoc requests
- C. Both teams would use the same source of truth for their work
- D. Both teams would be able to collaborate on projects in real-time
- E. Both teams would reorganize to report to the same department
Answer: C
NEW QUESTION # 32
Which of the following describes the storage organization of a Delta table?
- A. Delta tables are stored in a collection of files that contain only the data stored within the table.
- B. Delta tables are stored in a single file that contains only the data stored within the table.
- C. Delta tables store their data in a single file and all metadata in a collection of files in a separate location.
- D. Delta tables are stored in a collection of files that contain data, history, metadata, and other attributes.
- E. Delta tables are stored in a single file that contains data, history, metadata, and other attributes.
Answer: D
NEW QUESTION # 33
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