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Databricks Databricks-Certified-Data-Analyst-Associate Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Creating Dashboards and Visualizations in Databricks | 16% | - Filtering and interactivity - Scheduling and sharing dashboards - Visualization types and best practices - Dashboard creation and layout |
| Securing Data | 8% | - Data governance policies - Secure storage and compliance - Access control and permissions |
| Developing, Sharing, and Maintaining AI/BI Genie Spaces | 12% | - Natural language query setup - Maintenance and improvement - Access control and sharing - Genie space setup and configuration |
| Analyzing Queries | 15% | - Query history and auditing - Execution plans and analysis - Liquid clustering and indexing - Performance optimization |
| Executing Queries using Databricks SQL and Databricks SQL Warehouses | 20% | - Warehouse configuration and performance - ANSI SQL syntax and functions - Aggregations and grouping - Creating and managing views - Joining and combining datasets |
| Data Modeling with Databricks SQL | 5% | - Performance-oriented modeling - Schema design principles - Delta table structure |
| Importing Data | 5% | - API and Auto Loader - Databricks Marketplace - Delta Sharing - UI-based data ingestion - S3 and cloud storage integration |
| Managing Data | 8% | - Unity Catalog usage - Dataset versioning and management - Data cleaning and preparation - Discovering and registering datasets |
| Understanding of Databricks Data Intelligence Platform | 11% | - Workspace navigation and interface - Lakehouse platform fundamentals - Core architecture and components |
The Databricks Certified Data Analyst Associate FAQ — Read This Before Registering
Yes — the vendor's recommended training:
Training classes demand schedules; practice questions demand only spare minutes. After any course, the Databricks-Certified-Data-Analyst-Associate questions from Prep4SureReview measure how much of it will survive exam day.
The Databricks Certified Data Analyst Associate blueprint has 9 domains, led by Data Modeling with Databricks SQL (5%), Executing Queries using Databricks SQL and Databricks SQL Warehouses (20%), Understanding of Databricks Data Intelligence Platform (11%). Think of the weightings as the vendor's hint about where points concentrate — plan your hours accordingly. The complete outline above lists every subtopic.
Registration happens through the vendor's official channels:
The exam is delivered Online proctored or authorized test center — choose the arrangement that works for you when you book.
Passing the Databricks-Certified-Data-Analyst-Associate exam earns you the Databricks Certified Data Analyst Associate certification at the Associate level — Databricks's official verification of your skills. It's considered important because it's genuinely difficult, which is exactly why it carries weight with employers.
45 questions in 90 minutes. That combination rewards candidates who've trained their pace, not just their memory — so before the real thing, run full timed sessions in the Prep4SureReview engine, practice flagging hard questions instead of fighting them, and learn what your sustainable per-question rhythm feels like.
Delivery is instant: successful payment triggers an automatic email with your product, arriving in about a minute — install on unlimited computers, and if 2 hours pass with nothing, our 24/7/365 customer service will fix it fast. The guarantee: take the corresponding Databricks-Certified-Data-Analyst-Associate exam within 60 days of purchase, and if you fail, submit a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam for a 100% refund processed within 7 days. Exclusions: exams within 3 days of purchase, name mismatches between candidate and payer, and free or expired products. Prefer a swap? Take two equal-value exam products free, updates intact.
No mandatory prerequisites; recommended 6+ months hands-on experience in data analysis and SQL usage with Databricks Before paying any registration fee, verify the current criteria on the official exam page — official Databricks-Certified-Data-Analyst-Associate exam page — since vendors do revise their rules.
The official fee is $200 USD, with Approximately 70% (not officially disclosed) required to pass. Both numbers matter more together: the fee is per attempt, so every retake costs the full amount again. Drilling the 118 practice questions from Prep4SureReview until you're comfortably past the mark is the fiscally sound approach.
Yes — the free demo gives you several real questions and answers from the set, so you can see whether it interests you and helps you before spending anything. Once you buy, updates are free for 365 days — new versions are mailed to you automatically — and an expired update period renews at 50% off.
Databricks Certified Data Analyst Associate Sample Questions:
Query History provides Databricks SQL users with a lot of benefits. A data analyst has been asked to share all of these benefits with their team as part of a training exercise. One of the benefit statements the analyst provided to their team is incorrect.
Which statement about Query History is incorrect?
- A. It can be used to debug queries.
- B. It can be used to view the query plan of queries that have run.
- C. It can be used to automate query execution on multiple warehouses (formerly endpoints).
- D. It can be used to troubleshoot slow running queries.
Correct Answer: C 🗳️
Explanation: Only visible for Prep4SureReview members. You can sign-up / login (it's free).
Which of the following benefits of using Databricks SQL is provided by Data Explorer?
- A. It can be used to view metadata and data, as well as view/change permissions.
- B. It can be used to produce dashboards that allow data exploration.
- C. It can be used to run UPDATE queries to update any tables in a database.
- D. It can be used to make visualizations that can be shared with stakeholders.
- E. It can be used to connect to third party Bl cools.
Correct Answer: A 🗳️
Explanation: Only visible for Prep4SureReview members. You can sign-up / login (it's free).
What does Partner Connect do when connecting Power Bl and Tableau?
- A. 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).
- B. Creates a Personal Access Token for authentication into Databricks SQL and emails it to you.
- C. Downloads and installs an ODBC driver.
- D. Downloads a configuration file for connection by Power Bl or Tableau to a SQL Warehouse (formerly known as a SQL Endpoint).
Correct Answer: A 🗳️
Explanation: Only visible for Prep4SureReview members. You can sign-up / login (it's free).
Which of the following statements describes descriptive statistics?
- A. A branch of statistics that uses summary statistics to categorically describe and summarize data.
- B. A branch of statistics that uses quantitative variables that must take on a finite or countably infinite set of values.
- C. A branch of statistics that uses a variety of data analysis techniques to infer properties of an underlying distribution of probability.
- D. A branch of statistics that uses quantitative variables that must take on an uncountable set of values.
- E. A branch of statistics that uses summary statistics to quantitatively describe and summarize data.
Correct Answer: E 🗳️
Explanation: Only visible for Prep4SureReview members. You can sign-up / login (it's free).
A database was created in Databricks SQL using the following statement:
CREATE SCHEMA accounting LOCATION ' dbfs:/accounting/data ' ;
Where will data for this database be stored?
- A. dbfs:/accounting/data/accounting.db
- B. dbfs:/accounting/data.db
- C. dbfs:/accounting/data
- D. dbfs:/user/hive/warehouse/accounting.db
Correct Answer: C 🗳️
Explanation: Only visible for Prep4SureReview members. You can sign-up / login (it's free).
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