Free Certified Data Analyst Associate Exam Questions and Answers
Certified Data Analyst Associate is part of the Databricks certification programme. Three things hold across every Databricks exam: it costs $200, it is delivered by Kryterion either online-proctored or at a test centre, and it is valid for two years, after which you retake the current version in full — there is no continuing-education route and no free retake voucher, and you must wait 14 days between attempts. Associate papers run 45 to 48 scored questions in 90 minutes with six months' hands-on experience recommended but nothing required. Databricks deliberately publishes no pass mark for any of its exams.
The first 10 questions on this page are free to read, answers included — no account and no card. A plan opens the rest of the bank, the full timed practice test and your weak-topic reporting.
Last updated: September 12, 2026
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- Databricks
- Questions in our bank
- 1000+
- Free to read
- First 10, with answers
- Official page
- Official Exam website
- Our test mode duration & pass mark
- 130 mins · 70%
- Verified answers
- Reviewed weekly
Recommended: Switch to Test Mode to start a practice test that simulates the real exam experience.
Question #1
In Databricks, which of the following is the primary programming language used for data analysis?
Please select an optionIncorrectCorrect answer: A
Databricks primarily supports Python for data analysis as it integrates well with libraries like Pandas and NumPy.
Was this answer correct?Question #2
What is a common use case for Delta Lake in Databricks?
Please select an optionIncorrectCorrect answer: C
Delta Lake provides ACID transactions and schema enforcement, making it suitable for handling concurrent reads and writes while maintaining data integrity.
Was this answer correct?Question #3
When creating a Spark DataFrame in Databricks, which of the following methods can be used?
Please select an optionIncorrectCorrect answer: C
All listed methods are valid ways to create a DataFrame in Databricks, allowing for data ingestion from various sources.
Was this answer correct?Question #4
In a data pipeline, what is the purpose of data ingestion?
Please select an optionIncorrectCorrect answer: D
Data ingestion is the process of importing data for immediate use in the data pipeline.
Was this answer correct?Question #5
A data analyst needs to visualize trends over the last year using Databricks. Which tool should they use?
Please select an optionIncorrectCorrect answer: C
Databricks SQL allows analysts to perform SQL queries and visualize trends easily.
Was this answer correct?Question #6
You are asked to optimize a Spark job in Databricks. Which approach can you take?
Please select an optionIncorrectCorrect answer: A
Increasing shuffle partitions helps balance the load during shuffling for performance.
Was this answer correct?Question #7
A business requirement needs real-time insights. Which feature in Databricks would you leverage?
Please select an optionIncorrectCorrect answer: B
Delta Lake provides ACID transactions and upserts for real-time data handling.
Was this answer correct?Question #8
During analysis, a data analyst notices inconsistent data in Databricks. What should they check first?
Please select an optionIncorrectCorrect answer: D
Check data quality rules to ensure all incoming data meets required standards.
Was this answer correct?Question #9
You want to create a visual representation of your query result in Databricks. What's the first step?
Please select an optionIncorrectCorrect answer: B
Running the query to get results is essential before creating visualizations.
Was this answer correct?Question #10
A data analyst needs to save intermediate results in a Spark job. What should they use?
Please select an optionIncorrectCorrect answer: B
Delta Lake allows for efficient saving of intermediate results with ACID capabilities.
Was this answer correct?
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FAQ
Learn More: https://www.databricks.com/learn/training/certification
- Q1: What is the Certified Data Analyst Associate exam?
- A: Certified Data Analyst Associate is a Databricks certification exam. Judging by the questions in our bank, it concentrates on databricks, spark, delta, lake and dataframe.
- Q2: What topics does the Certified Data Analyst Associate exam cover?
- A: Questions in our Certified Data Analyst Associate bank cluster around databricks, spark, delta, lake, dataframe, analyst and query. Working through the full set is the quickest way to find which of these you are weakest on.
- Q3: How should I prepare for Certified Data Analyst Associate?
- A: Work through the Certified Data Analyst Associate practice questions here, checking your answer on each one, then sit the practice test to rehearse the exam under timed conditions before the real thing.
- Q4: Are these real Certified Data Analyst Associate exam questions?
- A: They are drawn from officially released past questions and from community members who have sat Certified Data Analyst Associate. Answers are verified and updated weekly.
- Q5: Where do I register for the Certified Data Analyst Associate exam?
- A: Register through Databricks directly at https://www.databricks.com/learn/training/certification. Exampractice is not affiliated with Databricks and does not administer the exam.
- Q6: Is there a free Certified Data Analyst Associate sample?
- A: Yes. Every Certified Data Analyst Associate page shows a free sample of real questions. Upgrading opens the full bank and the practice test.
- Q7: What are Databricks Certification Exams?
- A: Databricks Certification Exams validate your expertise in using Databricks’ unified data analytics platform. These certifications demonstrate your proficiency in data engineering, data analysis, and machine learning, utilizing Databricks tools and the Apache Spark framework.
- Q8: Why should I pursue Databricks Certification?
- A: Databricks Certification enhances your professional credibility, showcasing your skills and knowledge in big data analytics and machine learning. This can lead to better job opportunities, higher salaries, and career advancement in data science, data engineering, and IT industries.
- Q9: What are the benefits of Databricks Certification?
- A: Benefits include recognition as a certified data professional, improved job performance, access to exclusive resources, continuing education opportunities, and staying current with the latest data analytics technologies and best practices.
- Q10: Who should take Databricks Certification Exams?
- A: Data engineers, data scientists, data analysts, machine learning practitioners, and anyone involved in processing and analyzing large datasets should consider these certifications to validate their expertise and advance their careers.
- Q11: What types of Databricks Certification Exams are available?
- A: Databricks offers various certification paths, including:
- Q12: How do I prepare for Databricks Certification Exams?
- A: Preparation can include official Databricks training courses, study guides, practice exams, online tutorials, and hands-on experience with Databricks tools and the Apache Spark framework.
- Q13: Where can I take Databricks Certification Exams?
- A: Databricks Certification Exams can be taken online, providing flexibility to fit your schedule and location.
- Q14: How do Databricks Certifications impact my career?
- A: Databricks Certifications significantly boost your career by demonstrating your expertise to employers, making you a more competitive candidate for advanced roles and promotions in data science, data engineering, and IT.
- Q15: Are there any prerequisites for Databricks Certification Exams?
- A: Some exams may have prerequisites, such as foundational knowledge or prior experience with Databricks and Apache Spark. Check the specific requirements for each certification path on the Databricks website.
- Q16: How often do I need to recertify for Databricks Certifications?
- A: Databricks Certifications typically require recertification every two years to ensure that certified professionals stay updated with the latest data analytics technologies and industry practices.