Exam Name: SnowPro Advanced: Data Analyst Certification Exam
Certification Provider: Snowflake
Corresponding Certification: SnowPro Advanced
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Instant Download DAA-C01 Exam Dumps : SnowPro Advanced: Data Analyst Certification Exam
Updated: Oct 04, 2026
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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Prepare and Load Data | 15–20% | - External tables and data validation - Data ingestion methods: COPY INTO, stages, Snowpipe - File formats: CSV, JSON, Parquet, Avro |
| Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Semi-structured data processing - Complex joins, subqueries, window functions - Query optimization and troubleshooting |
| Prepare and Present Data | 10–15% | - Align outputs with business requirements - Snowsight dashboards and sharing results - Data visualization and reporting |
| Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Handling NULLs and structuring datasets - Data cleansing, standardization, type conversion |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Anomaly detection and root cause analysis - Statistical summarization and trend analysis - Exploratory and ad-hoc analysis |
| Use Built-in Functions and Create UDFs | 10–15% | - User-Defined Functions (UDFs) - Scalar, aggregate, table, system functions |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?
- A. Materialized view
- B. User-Defined Function (UDF)
- C. Common Table Expressions (CTE)
- D. Stored procedure
Correct Answer: D 🗳️
Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).
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 average age change in the last year.
- 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 projected industry growth.
Correct Answer: C 🗳️
Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).
A Data Analyst executes a complex query. Which query will allow the Analyst to access the results a second time?
- A. SELECT * FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
- B. DESC RESULT LAST_QUERY_ID();
- C. SELECT * FROM TABLE(INFORMATION_SCHEMA.QUERY_HISTORY());
- D. SELECT LAST_QUERY_ID(-1);
Correct Answer: A 🗳️
Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).
A Data Analyst is working with a table that has 1 record per day, with sales information. Which window function would calculate a 7-day moving average of sales, where SALES_DATE represents the date column?
- A. SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW) - B. AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW) - C. AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW) - D. SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
Correct Answer: C 🗳️
Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).
Which aggregate functions can be used to provide values for a given bucket in Snowsight charts? (Select THREE).
- A. HLL
- B. Standard Deviation
- C. Mode
- D. Max
- E. Any Value
- F. Average
Correct Answer: D,E,F 🗳️
Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).
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