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DAA-C01
  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam
  • Updated: Sep 22, 2026
  • No. of Questions: 67 Questions and Answers
  • Download Limit: Unlimited
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Snowflake DAA-C01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Transformation and Data Modeling22%-30%- Transform data using SQL
  • 1. QUALIFY clauses
  • 2. Window functions
  • 3. PIVOT/UNPIVOT operations
  • 4. Common Table Expressions (CTEs)
- Design data models
  • 1. Snowflake schema design
  • 2. Data vault models
  • 3. Star schema design
Topic 2: Data Presentation and Data Visualization28%-29%- Integrate with BI tools
  • 1. Other partner visualization tools
  • 2. Power BI integration
  • 3. Tableau integration
- Create dashboards
  • 1. Present analytical results
  • 2. Snowsight dashboards
Topic 3: Data Analysis30%-32%- Perform advanced analytics using SQL
  • 1. Snowflake-specific analytical features
  • 2. Time-series analysis
  • 3. Aggregate functions
Topic 4: Data Ingestion and Data Preparation15%-20%- Implement data processing solutions
  • 1. Cleanse, conform, and enrich data
  • 2. Use logging and monitoring solutions (auditing, data lineage)
  • 3. Automate and implement data pipelines (scheduling)
  • 4. Respond to processing failures
- Use best practice considerations relating to data integrity structures
  • 1. Implement constraints
  • 2. Define primary keys for tables
  • 3. Perform table joins between parent/child tables
- Enrich data by identifying and accessing relevant data from the Snowflake Marketplace
  • 1. Find external data sets that correlate with available data
  • 2. Create tables and views
  • 3. Use Secure Data Sharing (Marketplace, Internal Marketplace, Private Listings, Listings)
- Use a collection system to retrieve data
  • 1. Retrieve data from semi-structured sources (Parquet, Avro, ORC, JSON, XML)
  • 2. Synthetic Data Generation
  • 3. Retrieve data from unstructured sources
  • 4. Retrieve data from structured sources (CSV)
- Prepare data and load into Snowflake
  • 1. Load data from external/internal stages into a table
  • 2. Load files using Snowsight
- Perform data discovery to identify what is needed from available datasets
  • 1. Query tables to assess data elements and statistics maintained by Snowflake
  • 2. Use commands to read metadata or alter context (DESCRIBE, SHOW, USE)
  • 3. Evaluate required transformations (table joins, set operations, ASOF JOINS)
  • 4. Identify elements required for business goals using BI reports or SQL analysis
  • 5. Determine the level of data granularity required

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

A Data Analyst creates and populates the following table:
create or replace table aggr(v int) as select * from values (1), (2), (3), (4); The Analyst then executes this query:
select percentile_disc(0.60) within group (order by v desc) from aggr;
What will be the result?

  • A. 2
  • B. 1
  • C. 3
  • D. 4
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

A Data Analyst needs to rotate a table by transforming a wide table's columns into rows.

Which operator will be MOST beneficial for producing this output?

  • A. EXCEPT
  • B. INTERSECT
  • C. PIVOT
  • D. UNPIVOT
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

What potential problem can be identified in the Query profile below?

  • A. The query is not using a foreign Key.
  • B. There Is inefficient pruning.
  • C. There is query spilling.
  • D. There is an exploding join
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

A Data Analyst executes a query in a Snowflake worksheet that returns the total number of daily sales, and the total amount for each sale. How can the Analyst check the distribution of the total amount, without running the query again?

  • A. Go to Chart and select a histogram that includes the two variables.
  • B. Call the WIDTH_BUCKET function.
  • C. Go to Chart and select a bar chart that contains the two variables.
  • D. Click on the column header in the results and review the histogram.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

Which Snowflake feature or object can be used to dynamically create and execute SQL statements?

  • A. Stored procedures
  • B. User-Defined Functions (UDFs)
  • C. Tasks
  • D. System-defined functions
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

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