Snowflake DAA-C01 Exam : SnowPro Advanced: Data Analyst Certification Exam

Snowflake DAA-C01 exam
  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam
  • Updated: Jul 24, 2026
  • Q & A: 67 Questions and Answers
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Snowflake DAA-C01 Exam Syllabus Topics:
SectionWeightObjectives
Data Ingestion and Data Preparation15%-20%- Implement data processing solutions
  • 1. Respond to processing failures
  • 2. Automate and implement data pipelines (scheduling)
  • 3. Cleanse, conform, and enrich data
  • 4. Use logging and monitoring solutions (auditing, data lineage)
- Prepare data and load into Snowflake
  • 1. Load files using Snowsight
  • 2. Load data from external/internal stages into a table
- Use best practice considerations relating to data integrity structures
  • 1. Define primary keys for tables
  • 2. Implement constraints
  • 3. Perform table joins between parent/child tables
- Perform data discovery to identify what is needed from available datasets
  • 1. Use commands to read metadata or alter context (DESCRIBE, SHOW, USE)
  • 2. Evaluate required transformations (table joins, set operations, ASOF JOINS)
  • 3. Query tables to assess data elements and statistics maintained by Snowflake
  • 4. Determine the level of data granularity required
  • 5. Identify elements required for business goals using BI reports or SQL analysis
- Enrich data by identifying and accessing relevant data from the Snowflake Marketplace
  • 1. Create tables and views
  • 2. Find external data sets that correlate with available data
  • 3. Use Secure Data Sharing (Marketplace, Internal Marketplace, Private Listings, Listings)
- Use a collection system to retrieve data
  • 1. Retrieve data from structured sources (CSV)
  • 2. Synthetic Data Generation
  • 3. Retrieve data from semi-structured sources (Parquet, Avro, ORC, JSON, XML)
  • 4. Retrieve data from unstructured sources
Data Presentation and Data Visualization28%-29%- Integrate with BI tools
  • 1. Other partner visualization tools
  • 2. Tableau integration
  • 3. Power BI integration
- Create dashboards
  • 1. Present analytical results
  • 2. Snowsight dashboards
Data Transformation and Data Modeling22%-30%- Transform data using SQL
  • 1. PIVOT/UNPIVOT operations
  • 2. QUALIFY clauses
  • 3. Window functions
  • 4. Common Table Expressions (CTEs)
- Design data models
  • 1. Data vault models
  • 2. Snowflake schema design
  • 3. Star schema design
Data Analysis30%-32%- Perform advanced analytics using SQL
  • 1. Time-series analysis
  • 2. Aggregate functions
  • 3. Snowflake-specific analytical features
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. Given the following data:

This SELECT statement is executed:

What will be the result?

A) 1.8
B) 2.0
C) 1.84
D) 200


2. A Data Analyst has a Parquet file stored in an Amazon S3 staging area. Which query will copy the data from the staged Parquet file into separate columns in the target table?

A) Option D
B) Option C
C) Option A
D) Option B


3. A Data Analyst has been analyzing customer data in several worksheets. Each worksheet contains a complex query that provides clean and prepared data for visualizations. The Analyst has also created a Customer Overview dashboard in Snowsight. How should the Analyst add the worksheets in the Customer Analysis database to the dashboard, using the LEAST amount of operational overhead?

A) Copy and paste the worksheets into the dashboard.
B) Open each worksheet, copy the query, then paste the query into the dashboard.
C) Query the QUERY_HISTORY view to find those queries, then add the queries into the dashboard.
D) Move the worksheets into the dashboard.


4. Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?

A) User-Defined Function (UDF)
B) Materialized view
C) Stored procedure
D) Common Table Expressions (CTE)


5. What functionalities are available when a Snowflake worksheet is shared with other users? (Select TWO).

A) Users with edit permissions can view past versions of the worksheet.
B) Collaborators can share the worksheet across Snowflake accounts.
C) Whenever a user with permissions runs a worksheet, the existing version history of the worksheet will be overwritten.
D) If multiple users edit and run a shared worksheet at the same time, each run of the worksheet will create a new version.
E) If the worksheet is being edited, the collaborators will be able to see these edits in real-time.


Solutions:

Question # 1
Answer: B
Question # 2
Answer: B
Question # 3
Answer: D
Question # 4
Answer: C
Question # 5
Answer: D,E

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