Snowflake DAA-C01 - SnowPro Advanced: Data Analyst Certification Exam
- Exam Code: DAA-C01
- Exam Name: SnowPro Advanced: Data Analyst Certification Exam
- Updated: Aug 11, 2026
- Q & A: 67 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Data cleansing, standardization, type conversion - Handling NULLs and structuring datasets |
| Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| Prepare and Load Data | 15–20% | - File formats: CSV, JSON, Parquet, Avro - External tables and data validation - Data ingestion methods: COPY INTO, stages, Snowpipe |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Anomaly detection and root cause analysis - Exploratory and ad-hoc analysis - Statistical summarization and trend analysis |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Complex joins, subqueries, window functions - Semi-structured data processing - Query optimization and troubleshooting |
| Use Built-in Functions and Create UDFs | 10–15% | - User-Defined Functions (UDFs) - Scalar, aggregate, table, system functions |
| Prepare and Present Data | 10–15% | - Snowsight dashboards and sharing results - Data visualization and reporting - Align outputs with business requirements |
1. The following code is run:
Then this statement is executed:
What will be the output of this statement?
A)
B)
C)
D) 
2. A Data Analyst needs to rotate a table by transforming a wide table's columns into rows.
Which operator will be MOST beneficial for producing this output?
A) EXCEPT
B) INTERSECT
C) UNPIVOT
D) PIVOT
3. What is a benefit of using SQL queries that contain secure views?
A) Only the number of scanned micro-partitions is exposed, not the number of bytes scanned.
B) The amount of data scanned, and the total data volume are obfuscated.
C) Snowflake secure views are more performant than regular views.
D) Users will not be able to make observations about the quantity of underlying data.
4. What potential problem can be identified in the Query profile below?
A) There is an exploding join
B) There Is inefficient pruning.
C) The query is not using a foreign Key.
D) There is query spilling.
5. 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;
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: D |
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