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Snowflake DAA-C01 Q&A - in .pdf
- Exam Code: DAA-C01
- Exam Name: SnowPro Advanced: Data Analyst Certification Exam
- Updated: Oct 02, 2026
- Q & A: 67 Questions and Answers
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- Exam Code: DAA-C01
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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Prepare and Load Data | 15–20% | - File formats: CSV, JSON, Parquet, Avro - Data ingestion methods: COPY INTO, stages, Snowpipe - External tables and data validation |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Exploratory and ad-hoc analysis - Anomaly detection and root cause analysis - Statistical summarization and trend analysis |
| Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| 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% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Data cleansing, standardization, type conversion - Handling NULLs and structuring datasets |
| Prepare and Present Data | 10–15% | - Snowsight dashboards and sharing results - Align outputs with business requirements - Data visualization and reporting |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
Question #1
A Data Analyst created two tables that are related by a foreign key, using the following commands:
Then the Analyst renamed the referenced table using the following command: ALTER TABLE mother RENAME TO father; What happens to the foreign key after the referenced table is renamed?
- A. The foreign key will not be used during the query rewrite.
- B. The foreign key is dropped because the reference is no longer valid.
- C. The foreign key is updated to reference the renamed table.
- D. The foreign key becomes invalid because the referenced table no longer exists.
Correct Answer: C 🗳️
Explanation: Only visible for TroytecDumps members. You can sign-up / login (it's free).
Question #2
There are two similarly-structured and sized tables, Table_a and Table_b, in a schema with data populated in both tables. A Data Analyst is running queries as part of a preliminary analysis of the data to check the MAX value of a numeric column named num which is present in both the tables:
* Query 1: SELECT MAX(num) FROM Table_a;
* Query 2: SELECT MAX(num) FROM Table_b;
After running the queries, the Analyst observed that Query 2 ran significantly slower than Query 1. Why is this occurring?
- A. Table_b has more rows than Table_a.
- B. A multi-cluster warehouse was used to run Query 1.
- C. Table_b has a row-access policy defined.
- D. The USE_CACHED_RESULT was set to FALSE before running Query 2.
Correct Answer: C 🗳️
Explanation: Only visible for TroytecDumps members. You can sign-up / login (it's free).
Question #3
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. Left outer join
- B. Inner join
- C. Cross join
- D. Full outer join
Correct Answer: D 🗳️
Explanation: Only visible for TroytecDumps members. You can sign-up / login (it's free).
Question #4
A table named STUDENT is created:
What will be the output?
- A.
- B.
- C.
- D.
Correct Answer: C 🗳️
Explanation: Only visible for TroytecDumps members. You can sign-up / login (it's free).
Question #5
Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?
- A. Common Table Expressions (CTE)
- B. Stored procedure
- C. User-Defined Function (UDF)
- D. Materialized view
Correct Answer: B 🗳️
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