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

Updated: Sep 09, 2026
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Snowflake DAA-C01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Build and Troubleshoot Advanced SQL Queries20–25%- Semi-structured data processing
- Complex joins, subqueries, window functions
- Query optimization and troubleshooting
Topic 2: Perform Simple Data Transformations for Analysis15–20%- Data cleansing, standardization, type conversion
- Handling NULLs and structuring datasets
- Views, materialized views, CTEs
Topic 3: Prepare and Present Data10–15%- Align outputs with business requirements
- Snowsight dashboards and sharing results
- Data visualization and reporting
Topic 4: Perform Predictive Analysis5–10%- Using Snowflake ML and built-in analytics
- Forecasting and predictive modeling
Topic 5: Perform Descriptive and Diagnostic Analysis10–15%- Exploratory and ad-hoc analysis
- Anomaly detection and root cause analysis
- Statistical summarization and trend analysis
Topic 6: Use Built-in Functions and Create UDFs10–15%- User-Defined Functions (UDFs)
- Scalar, aggregate, table, system functions
Topic 7: Prepare and Load Data15–20%- External tables and data validation
- Data ingestion methods: COPY INTO, stages, Snowpipe
- File formats: CSV, JSON, Parquet, Avro

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

Question 1

A Data Analyst created a model called modelX using SNOWFLAKE.ML.FORECAST. The Analyst needs to predict the next few values and save the result directly into tableX. What step does the Analyst need to take after calling the modelX!FORECAST function?

A. Create the table by querying the RESULT_SCAN.
B. Load the function call results directly INTO tableX.
C. List the cache content, then use the data saved in the RESULT_SCAN for tableX.
D. Pass the new table as a function argument.


Question 2

A Data Analyst created a cost overview dashboard in Snowsight. Management has asked for a system date filter to easily change the time period and refresh the data in all dashboard tiles with a single filter selection.
The system date filter is shown below:

The Analyst wants to apply the filter onto individual dashboard components.
Adding which where clause to the queries will apply the filter as required?

A. Where start_time >= dateadd('days', -7, SYSDATE())
B. Where start_time = :daterange
C. Where start_time >= dateadd('days', -7, CURRENT_TIMESTAMP())
D. Where start_time = :date_filter


Question 3

A Data Analyst runs this query:

The Analyst men runs this query:

What will be the output?

A.

B.

C.

D.


Question 4

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

A. User-Defined Functions (UDFs)
B. System-defined functions
C. Tasks
D. Stored procedures


Question 5

A Data Analyst needs to write a query that will return all projects from a project table and all employees from an employee table. What type of join should be used in this query?

A. Full outer join
B. Inner join
C. Cross join
D. Left outer join


Solutions:

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

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