• Exam Code: Databricks-Certified-Data-Analyst-Associate
  • Exam Name: Databricks Certified Data Analyst Associate Exam
  • Certification Provider: Databricks
  • Corresponding Certification:Data Analyst
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Databricks-Certified-Data-Analyst-Associate exam dumps

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  • Exam Code: Databricks-Certified-Data-Analyst-Associate
  • Exam Name: Databricks Certified Data Analyst Associate Exam
  • No. of Questions: 118 Questions and Answers
  • Updated: Sep 21, 2026

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A Databricks credential remains one of the clearest career accelerators in 2026, and the Databricks Certified Data Analyst Associate is how you claim it. TrainingDump prepares you with 118 practice questions for the Databricks-Certified-Data-Analyst-Associate exam, built by experts who revise the material as fast as the industry moves.

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
Related Certifications:Databricks Certified Data Engineer Associate
Databricks Certified Machine Learning Associate
Exam Duration:90 minutes
Passing Score:70%
Real Exam Qty:45
Certificate Validity Period:2 years
Available Languages:English
Exam Format:Multiple Choice
Exam Price:$200 USD
Sample Questions:Databricks Databricks-Certified-Data-Analyst-Associate Sample Questions
Exam Way:Online proctored or test center proctored
Pre Condition:No formal prerequisites. Databricks recommends 6+ months of hands-on experience with data analysis and Databricks SQL.
Official Syllabus URL:https://www.databricks.com/learn/certification/data-analyst-associate

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

SectionWeightObjectives
Topic 1: Analyzing Queries15%- Query Analysis
  • 1. Monitoring Query Execution
  • 2. Reading Query Plans
  • 3. Performance Tuning
Topic 2: Executing Queries Using Databricks SQL and SQL Warehouses20%- SQL Querying
  • 1. Filtering and Aggregation
  • 2. Writing SQL Queries
  • 3. Query Optimization
  • 4. SQL Warehouses
  • 5. Joins and Subqueries
Topic 3: Managing Data8%- Data Management
  • 1. Tagging and Lineage
  • 2. Handling Missing and Invalid Data
  • 3. Cleaning Data with SQL
  • 4. Discovering Data Assets
Topic 4: Securing Data8%- Security and Access Control
  • 1. Permissions and Roles
  • 2. Unity Catalog Security
  • 3. Data Access Policies
Topic 5: Data Modeling with Databricks SQL5%- Modeling Concepts
  • 1. Fact and Dimension Tables
  • 2. Data Organization
  • 3. Views and Relationships
Topic 6: Understanding of Databricks Data Intelligence Platform11%- Platform Components
  • 1. Mosaic AI
  • 2. Delta Lake
  • 3. Lakeflow Jobs
  • 4. Databricks SQL
  • 5. Unity Catalog
- Catalog and Governance
  • 1. Catalogs and Schemas
  • 2. Managed and External Tables
  • 3. Views and Certified Tables
  • 4. Data Lineage
Topic 7: Creating Dashboards and Visualizations16%- Visualization
  • 1. Sharing and Publishing
  • 2. Alerts and Filters
  • 3. Dashboards
  • 4. Charts and Graphs
Topic 8: Developing AI/BI Genie Spaces12%- AI and BI Features
  • 1. AI/BI Genie
  • 2. Natural Language Queries
  • 3. Workspace Configuration
Topic 9: Importing Data5%- Data Import
  • 1. Creating Tables from Imported Data
  • 2. Uploading Files
  • 3. Loading CSV and JSON Data

Databricks Databricks-Certified-Data-Analyst-Associate Exam: What You Are Wondering, Answered

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No formal prerequisites. Databricks recommends 6+ months of hands-on experience with data analysis and Databricks SQL.

Vendor criteria change over time, so before committing to an exam date, confirm the current requirements on the official Databricks exam page.

Yes. TrainingDump publishes a free PDF demo of the Databricks-Certified-Data-Analyst-Associate practice questions — the same quality, the same verified answers as the full product — so your decision is based on evidence. After purchase, 365 days of free updates are included, and an expired product's update service renews at a 50% discount from your member zone.

You will answer 45 questions within 90 minutes on the Databricks-Certified-Data-Analyst-Associate exam. That is a deliberate pace with little slack, which is why untimed practice only gets you halfway. Use the TrainingDump desktop or online test engine for full-length timed mocks, learn to flag-and-return instead of digging in, and arrive with a pacing rhythm you have already proven.

The Databricks Certified Data Analyst Associate syllabus spans 9 domains, starting with Creating Dashboards and Visualizations (16%), Securing Data (8%), and Data Modeling with Databricks SQL (5%). The full weighted outline is in the syllabus section above — read it before you allocate a single study hour.

The Databricks-Certified-Data-Analyst-Associate exam — full name Databricks Certified Data Analyst Associate Exam — is Databricks's own measure of whether you can work with its technologies at a professional standard. Passing awards the Data Analyst certification, a credential at the Associate level. For anyone making an informed career move, that vendor-backed proof is the kind of signal that shortens interviews. It also connects to Databricks Certified Data Engineer Associate, Databricks Certified Machine Learning Associate as natural next steps.

Passing the Databricks-Certified-Data-Analyst-Associate exam requires 70%, and official registration costs $200 USD. That fee buys one attempt only — a retake is billed again in full, no exceptions. The economical play is to rehearse first: drill 118 practice questions at TrainingDump under timed conditions until the passing mark sits comfortably behind you, then register.

Databricks Certified Data Analyst Associate Sample Questions:

What does Partner Connect do when connecting Power Bl and Tableau?

  • A. Creates a Personal Access Token for authentication into Databricks SQL and emails it to you.
  • B. Downloads and installs an ODBC driver.
  • C. Creates a Personal Access Token. downloads and installs an ODBC driver, and downloads a configuration file for connection by Power Bl or Tableau to a SQL Warehouse (formerly known as a SQL Endpoint).
  • D. Downloads a configuration file for connection by Power Bl or Tableau to a SQL Warehouse (formerly known as a SQL Endpoint).
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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

A data scientist has asked a data analyst to create histograms for every continuous variable in a data set. The data analyst needs to identify which columns are continuous in the data set.
What describes a continuous variable?

  • A. A quantitative variable Chat can take on a finite or countably infinite set of values
  • B. A categorical variable in which the number of categories continues to increase over time
  • C. A quantitative variable that never stops changing
  • D. A quantitative variable that can take on an uncountable set of values
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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

In which of the following scenarios should a data engineer select a Task in the Depends On field of a new Databricks Job Task?

  • A. When another task needs to successfully complete before the new task begins.
  • B. When another task needs to use as little compute resources as possible.
  • C. When another task needs to be replaced by the new task.
  • D. When another task needs to fail before the new task begins.
  • E. When another task has the same dependency libraries as the new task.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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

Correct Answer: D  🗳️

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

Which of the following is a benefit of the Databricks Lakehouse Platform embracing open source technologies?

  • A. Ability to scale workloads
  • B. Cloud-specific integrations
  • C. Ability to scale storage
  • D. Avoiding vendor lock-in
  • E. Simplified governance
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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

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