Snowflake SnowPro Advanced: Data Analyst Certification : DAA-C01

Pass DAA-C01 Exam Cram

Exam Code: DAA-C01

Exam Name: SnowPro Advanced: Data Analyst Certification Exam

Updated: Jul 20, 2026

Q & A: 67 Questions and Answers

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Snowflake DAA-C01 Exam Syllabus Topics:
SectionWeightObjectives
Topic 1: Data Analysis30%-32%- Perform advanced analytics using SQL
  • 1. Snowflake-specific analytical features
  • 2. Time-series analysis
  • 3. Aggregate functions
Topic 2: Data Ingestion and Data Preparation15%-20%- Use a collection system to retrieve data
  • 1. Synthetic Data Generation
  • 2. Retrieve data from unstructured sources
  • 3. Retrieve data from structured sources (CSV)
  • 4. Retrieve data from semi-structured sources (Parquet, Avro, ORC, JSON, XML)
- 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
- 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)
- 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. Evaluate required transformations (table joins, set operations, ASOF JOINS)
  • 2. Query tables to assess data elements and statistics maintained by Snowflake
  • 3. Use commands to read metadata or alter context (DESCRIBE, SHOW, USE)
  • 4. Identify elements required for business goals using BI reports or SQL analysis
  • 5. Determine the level of data granularity required
- Implement data processing solutions
  • 1. Cleanse, conform, and enrich data
  • 2. Automate and implement data pipelines (scheduling)
  • 3. Respond to processing failures
  • 4. Use logging and monitoring solutions (auditing, data lineage)
Topic 3: Data Presentation and Data Visualization28%-29%- Create dashboards
  • 1. Snowsight dashboards
  • 2. Present analytical results
- Integrate with BI tools
  • 1. Power BI integration
  • 2. Tableau integration
  • 3. Other partner visualization tools
Topic 4: Data Transformation and Data Modeling22%-30%- Design data models
  • 1. Star schema design
  • 2. Snowflake schema design
  • 3. Data vault models
- Transform data using SQL
  • 1. PIVOT/UNPIVOT operations
  • 2. QUALIFY clauses
  • 3. Window functions
  • 4. Common Table Expressions (CTEs)
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. Which aggregate functions can be used to provide values for a given bucket in Snowsight charts? (Select THREE).

A) Mode
B) Max
C) HLL
D) Standard Deviation
E) Average
F) Any Value


2. A Data Analyst wants to transform query results. Which transformation option will incur compute costs?

A) Sorting a column by using the column options.
B) Increasing or decreasing decimal precision.
C) Formatting date and timestamp columns.
D) Showing a thousand separator for numeric columns.


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

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


4. A Data Analyst needs to create a custom filter called state in a Snowflake dashboard using a SQL query.
Which query will include this custom filter?

A) select avg(total_income), state from taxpayer_wages group by state having state = 'state';
B) select avg(total_income), state from taxpayer_wages group by state having state = @state;
C) select avg(total_income), state from taxpayer_wages group by state having state = :state;
D) select avg(total_income), state from taxpayer_wages group by state having state = state;


5. A Data Analyst created a SQL statement that updates a table used for reporting. The Analyst now wants to automate the execution of that SQL.
The Analyst decides to use a task for this along with a stream called MYSTREAM on the source table so only they can update the table if there is new data.
Which statement will create a task that will execute when there is new data in MYSTREAM without having to be executed manually?

A)

B)

C)

D)


Solutions:

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

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