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GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Certification Exam is a challenging and highly respected certification for data professionals. It is designed to test individuals’ knowledge and skills in data engineering, with a focus on the Databricks platform. Individuals who pass the exam will have a valuable certification that can help them advance their careers and increase their earning potential.
The Databricks Certified Data Engineer Associate certification exam is ideal for data engineers who work with Databricks on a regular basis and want to enhance their skills and knowledge. Databricks-Certified-Data-Engineer-Associate exam is also suitable for data engineers who are looking to validate their expertise in Databricks and demonstrate their ability to work with the platform. By earning this certification, data engineers can showcase their proficiency in Databricks and increase their career opportunities in the field of data engineering.
GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Exam is a certification exam designed for data engineers who are interested in validating their skills and knowledge in working with Databricks. Databricks is a cloud-based data processing and analytics platform that is widely used by organizations to manage and analyze large datasets. Databricks Certified Data Engineer Associate Exam certification exam is designed to test the candidate’s ability to design, build and maintain data pipelines using Databricks.
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GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q35-Q40):
NEW QUESTION # 35
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 enables machine learning and artificial Intelligence workloads.
- C. A data lakehouse supports ACID-compliant transactions.
- D. A data lakehouse stores data in open formats.
- E. A data lakehouse allows the use of SQL queries to examine data.
Answer: E
NEW QUESTION # 36
A data engineering team has two tables. The first table march_transactions is a collection of all retail transactions in the month of March. The second table april_transactions is a collection of all retail transactions in the month of April. There are no duplicate records between the tables.
Which of the following commands should be run to create a new table all_transactions that contains all records from march_transactions and april_transactions without duplicate records?
- A. CREATE TABLE all_transactions AS
SELECT * FROM march_transactions
MERGE SELECT * FROM april_transactions; - B. CREATE TABLE all_transactions AS
SELECT * FROM march_transactions
INTERSECT SELECT * from april_transactions; - C. CREATE TABLE all_transactions AS
SELECT * FROM march_transactions
UNION SELECT * FROM april_transactions; - D. CREATE TABLE all_transactions AS
SELECT * FROM march_transactions
INNER JOIN SELECT * FROM april_transactions; - E. CREATE TABLE all_transactions AS
SELECT * FROM march_transactions
OUTER JOIN SELECT * FROM april_transactions;
Answer: C
NEW QUESTION # 37
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 respond more quickly to ad-hoc requests
- B. Both teams would use the same source of truth for their work
- C. Both teams would reorganize to report to the same department
- D. Both teams would be able to collaborate on projects in real-time
- E. Both teams would autoscale their work as data size evolves
Answer: B
NEW QUESTION # 38
Which of the following benefits is provided by the array functions from Spark SQL?
- A. An ability to work with time-related data in specified intervals
- B. An ability to work with an array of tables for procedural automation
- C. An ability to work with data in a variety of types at once
- D. An ability to work with complex, nested data ingested from JSON files
- E. An ability to work with data within certain partitions and windows
Answer: E
NEW QUESTION # 39
A data engineer wants to create a new table containing the names of customers that live in France.
They have written the following command:
A senior data engineer mentions that it is organization policy to include a table property indicating that the new table includes personally identifiable information (PII).
Which of the following lines of code fills in the above blank to successfully complete the task?
- A. COMMENT “Contains PII”
- B. “COMMENT PII”
- C. TBLPROPERTIES PII
- D. There is no way to indicate whether a table contains PII.
- E. PII
Answer: C
NEW QUESTION # 40
……
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