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  • Total Questions: 118
  • Updated on: Oct 26, 2026
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Databricks-Certified-Data-Analyst-Associate PDF Practice Q&A's

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  • Total Questions: 118
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Difficulty and lack of time — the two things that sink most Databricks-Certified-Data-Analyst-Associate candidates. TestKingFree attacks both: Databricks Certified Data Analyst Associate questions designed for spare-time practice, current with the 2026 exam.

Databricks Databricks-Certified-Data-Analyst-Associate Exam Overview:

Certification Vendor:Databricks
Exam Name:Databricks Certified Data Analyst Associate Exam
Exam Number:Databricks-Certified-Data-Analyst-Associate
Exam Format:Multiple Select, Multiple Choice
Certificate Validity Period:2 years
Exam Price:$200 USD
Exam Duration:90 minutes
Real Exam Qty:45–60
Available Languages:English
Related Certifications:Databricks Certified Data Engineer Associate
Databricks Certified Machine Learning Associate
Passing Score:70%
Recommended Training:Databricks SQL Training Courses
Databricks Academy - Data Analyst Learning Path
Exam Registration:Databricks Certification Portal
Kryterion Webassessor Registration
Sample Questions: DOWNLOAD DEMO
Exam Way:Online proctored exam via remote monitoring (Kryterion Webassessor platform)
Pre Condition:No formal prerequisites required, but familiarity with SQL and basic data analysis concepts is recommended.
Official Syllabus URL:https://www.databricks.com/learn/certification

Databricks Databricks-Certified-Data-Analyst-Associate Exam Syllabus Topics:

SectionObjectives
Topic 1: Databricks SQL and SQL Analytics- Data transformation and analysis
  • 1. Window functions
    • 2. Common table expressions (CTEs)
      - Querying data using SQL in Databricks
      • 1. SELECT statements and filtering data
        • 2. Joins and aggregations
          Topic 2: Data Visualization and Dashboards- Creating dashboards in Databricks SQL
          • 1. Dashboard configuration and sharing
            • 2. Visualizing query results
              Topic 3: Data Governance and Security- Access control and permissions
              • 1. Row-level and column-level security concepts
                • 2. Unity Catalog basics
                  Topic 4: Data Management in Lakehouse- Data ingestion and preparation
                  • 1. Batch and streaming ingestion concepts
                    - Delta Lake fundamentals
                    • 1. ACID transactions and versioning
                      • 2. Table optimization concepts

                        Databricks Certified Data Analyst Associate FAQ: Answers That Matter

                        The official fee is $200 USD per attempt, and the passing score is 70%. A failed attempt means paying the entire fee again — which makes the 118 practice questions from TestKingFree the cheaper rehearsal. Self-test until the pass mark feels routine, then book.

                        Your files arrive fast: successful payment triggers an automatic email within a minute, with instant download access and no installation limits — our 24/7 customer assistance handles anything still missing after 2 hours. And failure isn't the end: take the corresponding Databricks-Certified-Data-Analyst-Associate exam within 60 days of purchase, and if you don't pass, submit a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam for a full refund processed within 7 days. Exclusions: exams within 3 days of purchase, name mismatches between candidate and payer, and free or expired products. You can also choose to change to two other equal-value exam products free instead of the refund.

                        The Databricks Certified Data Analyst Associate blueprint spans 4 domains — among them Data Management in Lakehouse, Data Visualization and Dashboards, Databricks SQL and SQL Analytics. Weightings are the vendor's way of saying where points concentrate, so budget your time accordingly. The full outline above details every subtopic.

                        Yes — download the free trial before you buy and check the question quality yourself. Purchases include 365 days of free updates, and if your update period expires later, renew it at half price.

                        Yes:

                        Courses teach; questions test. After finishing any training, run the Databricks-Certified-Data-Analyst-Associate practice questions from TestKingFree to verify what actually stuck.

                        No formal prerequisites required, but familiarity with SQL and basic data analysis concepts is recommended. Since vendors revise eligibility rules, confirm the current requirements on the official exam page (official Databricks-Certified-Data-Analyst-Associate exam page) before registering.

                        Registration goes through the vendor's official channels:

                        The exam runs Online proctored exam via remote monitoring (Kryterion Webassessor platform), so choose the arrangement that suits you when booking.

                        The Databricks Certified Data Analyst Associate is Databricks's official exam for the Databricks Certified Data Analyst Associate certification, at the Associate level. It tests real professional knowledge and experience — that's why it's considered difficult, and why the credential means something. It also connects to related credentials like Databricks Certified Data Engineer Associate, Databricks Certified Machine Learning Associate.

                        You'll get 90 minutes for 45–60 questions. Lack of time sinks more candidates than lack of knowledge — so build your pacing now: set a per-question budget, practice flagging hard items, and run full timed sessions in the TestKingFree engine until the clock feels like an ally.

                        Databricks Certified Data Analyst Associate Sample Questions:

                        What is an advantage of using a Delta Lake-based data lakehouse over classic enterprise data warehouse solutions?

                        • A. ACID transactions
                        • B. Open-source formats
                        • C. Schema enforcement
                        • D. Generic optimizations
                        Reveal Solution  Discussion  0

                        Correct Answer: B  🗳️

                        Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).

                        A data engineer needs to use a Delta table as part of a data pipeline, but they do not know if they have the appropriate permissions.
                        In which of the following locations can the data engineer review their permissions on the table?

                        • A. Repos
                        • B. Jobs
                        • C. Data Explorer
                        • D. Databricks Filesystem
                        • E. Dashboards
                        Reveal Solution  Discussion  0

                        Correct Answer: C  🗳️

                        Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).

                        A data analyst has produced a visualization. A stakeholder has viewed the visualization and is complaining that the visualization is difficult to interpret. After looking at the visualization, the analyst determines that the scale of the y-axis must be changed.
                        Where are the controls for changing the scale of the y-axis in Databricks SQL?

                        • A. Settings # User Settings # Scaling
                        • B. Visualization Editor # Y Axis
                        • C. Dashboard Editor # Axes # Y Axis
                        • D. Query Editor # Y Axis
                        Reveal Solution  Discussion  0

                        Correct Answer: B  🗳️

                        Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).

                        Which of the following describes how Databricks SQL should be used in relation to other business intelligence (BI) tools like Tableau, Power BI, and looker?

                        • A. As a complementary tool for quick in-platform Bl work
                        • B. As a complete replacement with additional functionality
                        • C. As an exact substitute with the same level of functionality
                        • D. As a substitute with less functionality
                        • E. As a complementary tool for professional-grade presentations
                        Reveal Solution  Discussion  0

                        Correct Answer: A  🗳️

                        Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).

                        Data engineers and data analysts are working together on a data pipeline. The data engineer is working on the raw, bronze, and silver layers of the pipeline using Python, and the data analyst is working on the gold layer of the pipeline using SQL. The raw source of the pipeline is a streaming input. They now want to migrate their pipeline to use Delta Live Tables.
                        Which of the following changes will need to be made to the pipeline when migrating to Delta Live Tables?

                        • A. The pipeline will need to be written entirely in SQL.
                        • B. The pipeline will need to be written entirely in Python.
                        • C. The pipeline can have different notebook sources in SQL and Python.
                        • D. The pipeline will need to use a batch source in place of a streaming source.
                        Reveal Solution  Discussion  0

                        Correct Answer: C  🗳️

                        Explanation: Only visible for TestKingFree members. You can sign-up / login (it's free).

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