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

DAA-C01 pass collection

Exam Code: DAA-C01

Exam Name: SnowPro Advanced: Data Analyst Certification Exam

Updated: Aug 10, 2026

Q & A: 67 Questions and Answers

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Snowflake DAA-C01 Exam Syllabus Topics:

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

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. Table TB_A with column COL_B contains an ARRAY. Which statement will select the last element of the ARRAY?

A) SELECT LAST_VALUE(COL_B) FROM TB_A;
B) SELECT COL_B[-1] FROM TB_A;
C) SELECT COL_B[ARRAY_SIZE(COL_B)] FROM TB_A;
D) SELECT GET(COL_B, ARRAY_SIZE(COL_B)-1) FROM TB_A;


2. A scorecard tile on a Snowsight dashboard shows a comparison between the industry average employee age (which is 34) and a company's average employee age (which is 38). The scorecard tile looks like this:
Comparison with industry average

How should this tile be interpreted?

A) 38 is the comparison and 12% is the projected industry growth.
B) 38 is the value and 12% is the standard deviation.
C) 38 is the value and 12% is the percent difference from the comparison.
D) 38 is the comparison and 12% is the average age change in the last year.


3. A Data Analyst executes a complex query. Which query will allow the Analyst to access the results a second time?

A) SELECT * FROM TABLE(INFORMATION_SCHEMA.QUERY_HISTORY());
B) DESC RESULT LAST_QUERY_ID();
C) SELECT * FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
D) SELECT LAST_QUERY_ID(-1);


4. A Data Analyst runs a query in a Snowflake worksheet, and selects a numeric column from the result grid.
What automatically-generated contextual statistic can be visualized?

A) A frequency distribution, displayed for all numeric columns
B) A histogram, displayed for all numeric, date, and time columns
C) MIN/MAX values for the column
D) A key distribution


5. 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) Stored procedure
C) Common Table Expressions (CTE)
D) Materialized view


Solutions:

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

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