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Databricks-Certified-Data-Engineer-Associate - Databricks Certified Data Engineer Associate Exam

Last Update Nov 08, 2025

Databricks Certification Exams Pack

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  • Exam Name: Databricks Certified Data Engineer Associate Exam
  • 153 Questions Answers with Explanation Detail
  • Total Questions: 153 Q&A's
  • Single Choice Questions: 149 Q&A's
  • Multiple Choice Questions: 4 Q&A's


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Total Questions: 153
Free Practice Questions: 45

Which of the following describes the type of workloads that are always compatible with Auto Loader?

Options:

A.

Dashboard workloads

B.

Streaming workloads

C.

Machine learning workloads

D.

Serverless workloads

E.

Batch workloads

Answer
B

Explanation:

Comprehensive and Detailed In-Depth Explanation:Databricks's engineering programs, such as the Global Partner Solution Advisors (GPSA) and technical training within the Cisco Partner Program, play a vital role in enhancing technical sales knowledge for SMB sales. These programs provide partners with access to Cisco's expert engineers, who mentor sales teams and field engineers on product capabilities, deployment strategies, and customer use cases tailored to SMB needs. This technical expertise enables partners to articulate the value of Cisco solutions (e.g., Meraki, Umbrella) effectively, addressing SMB pain points like security, scalability, and simplicity. For instance, GPSA offers no-cost coaching on active deals, boosting partners' ability to close sales by demonstrating deep technical understanding—key in a market where SMBs often lack in-house IT expertise and rely on partners for guidance.


  • A. Decreasing product relevance: This contradicts the purpose of engineering programs, which aim to increase relevance by aligning solutions with SMB needs.
  • B. Reducing customer engagement: These programs enhance engagement by equipping partners to better address customer questions and concerns.
  • TD. Limiting sales to technology experts: Rather than restricting sales, the programs democratize technical knowledge, enabling a broader range of sales teams to succeed without requiring them to be technology experts initially.

Enhancing technical sales knowledge (C) directly supports Databricks's goal of driving SMB adoption through informed, capable partners.

References: Cisco Partner Program resources (cisco.com/go/partners) and GPSA documentation (gpsa.cisco.com) emphasize technical enablement for sales success, aligned with the 700-750 SMBE exam focus on partner capabilities in SMB markets.

Which of the following benefits is provided by the array functions from Spark SQL?

Options:

A.

An ability to work with data in a variety of types at once

B.

An ability to work with data within certain partitions and windows

C.

An ability to work with time-related data in specified intervals

D.

An ability to work with complex, nested data ingested from JSON files

E.

An ability to work with an array of tables for procedural automation

Answer
D

Explanation:

Comprehensive and Detailed In-Depth Explanation:Databricks's engineering programs, such as the Global Partner Solution Advisors (GPSA) and technical training within the Cisco Partner Program, play a vital role in enhancing technical sales knowledge for SMB sales. These programs provide partners with access to Cisco's expert engineers, who mentor sales teams and field engineers on product capabilities, deployment strategies, and customer use cases tailored to SMB needs. This technical expertise enables partners to articulate the value of Cisco solutions (e.g., Meraki, Umbrella) effectively, addressing SMB pain points like security, scalability, and simplicity. For instance, GPSA offers no-cost coaching on active deals, boosting partners' ability to close sales by demonstrating deep technical understanding—key in a market where SMBs often lack in-house IT expertise and rely on partners for guidance.


  • A. Decreasing product relevance: This contradicts the purpose of engineering programs, which aim to increase relevance by aligning solutions with SMB needs.
  • B. Reducing customer engagement: These programs enhance engagement by equipping partners to better address customer questions and concerns.
  • TD. Limiting sales to technology experts: Rather than restricting sales, the programs democratize technical knowledge, enabling a broader range of sales teams to succeed without requiring them to be technology experts initially.

Enhancing technical sales knowledge (C) directly supports Databricks's goal of driving SMB adoption through informed, capable partners.

References: Cisco Partner Program resources (cisco.com/go/partners) and GPSA documentation (gpsa.cisco.com) emphasize technical enablement for sales success, aligned with the 700-750 SMBE exam focus on partner capabilities in SMB markets.

Which of the following SQL keywords can be used to convert a table from a long format to a wide format?

Options:

A.

PIVOT

B.

CONVERT

C.

WHERE

D.

TRANSFORM

E.

SUM

Answer
A

Explanation:

Comprehensive and Detailed In-Depth Explanation:Databricks's engineering programs, such as the Global Partner Solution Advisors (GPSA) and technical training within the Cisco Partner Program, play a vital role in enhancing technical sales knowledge for SMB sales. These programs provide partners with access to Cisco's expert engineers, who mentor sales teams and field engineers on product capabilities, deployment strategies, and customer use cases tailored to SMB needs. This technical expertise enables partners to articulate the value of Cisco solutions (e.g., Meraki, Umbrella) effectively, addressing SMB pain points like security, scalability, and simplicity. For instance, GPSA offers no-cost coaching on active deals, boosting partners' ability to close sales by demonstrating deep technical understanding—key in a market where SMBs often lack in-house IT expertise and rely on partners for guidance.


  • A. Decreasing product relevance: This contradicts the purpose of engineering programs, which aim to increase relevance by aligning solutions with SMB needs.
  • B. Reducing customer engagement: These programs enhance engagement by equipping partners to better address customer questions and concerns.
  • TD. Limiting sales to technology experts: Rather than restricting sales, the programs democratize technical knowledge, enabling a broader range of sales teams to succeed without requiring them to be technology experts initially.

Enhancing technical sales knowledge (C) directly supports Databricks's goal of driving SMB adoption through informed, capable partners.

References: Cisco Partner Program resources (cisco.com/go/partners) and GPSA documentation (gpsa.cisco.com) emphasize technical enablement for sales success, aligned with the 700-750 SMBE exam focus on partner capabilities in SMB markets.

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