Exam Name: SnowPro Advanced: Data Analyst Certification Exam
Certification Provider: Snowflake
Corresponding Certification: SnowPro Advanced
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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 - External tables and data validation - Data ingestion methods: COPY INTO, stages, Snowpipe |
| Perform Simple Data Transformations for Analysis | 15–20% | - Handling NULLs and structuring datasets - Data cleansing, standardization, type conversion - Views, materialized views, CTEs |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Statistical summarization and trend analysis - Exploratory and ad-hoc analysis - Anomaly detection and root cause analysis |
| Prepare and Present Data | 10–15% | - Snowsight dashboards and sharing results - Align outputs with business requirements - Data visualization and reporting |
| Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| Use Built-in Functions and Create UDFs | 10–15% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Semi-structured data processing - Complex joins, subqueries, window functions - Query optimization and troubleshooting |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
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. AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW) - B. SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW) - C. AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW) - D. SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
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Which aggregate functions can be used to provide values for a given bucket in Snowsight charts? (Select THREE).
- A. Mode
- B. Any Value
- C. Max
- D. HLL
- E. Standard Deviation
- F. Average
Explanation: Only visible for PremiumVCEDump members. You can sign-up / login (it's free).
A Data Analyst is working with three tables:
Which query would return a list of all brokers, a count of the customers each broker has. and the total order amount of their customers (as shown below)?
- A.
- B.
- C.
- D.
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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 becomes invalid because the referenced table no longer exists.
- D. The foreign key is updated to reference the renamed table.
Explanation: Only visible for PremiumVCEDump members. You can sign-up / login (it's free).
What is a benefit of using SQL queries that contain secure views?
- A. Users will not be able to make observations about the quantity of underlying data.
- B. Only the number of scanned micro-partitions is exposed, not the number of bytes scanned.
- C. Snowflake secure views are more performant than regular views.
- D. The amount of data scanned, and the total data volume are obfuscated.
Explanation: Only visible for PremiumVCEDump members. You can sign-up / login (it's free).
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