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Exam Code: DAA-C01
Exam Name: SnowPro Advanced: Data Analyst Certification Exam
Certification Provider: Snowflake
Corresponding Certification: SnowPro Advanced
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 |
|---|---|---|
| Topic 1: Use Built-in Functions and Create UDFs | 10–15% | - User-Defined Functions (UDFs) - Scalar, aggregate, table, system functions |
| Topic 2: Build and Troubleshoot Advanced SQL Queries | 20–25% | - Complex joins, subqueries, window functions - Query optimization and troubleshooting - Semi-structured data processing |
| Topic 3: Perform Descriptive and Diagnostic Analysis | 10–15% | - Anomaly detection and root cause analysis - Exploratory and ad-hoc analysis - Statistical summarization and trend analysis |
| Topic 4: Prepare and Present Data | 10–15% | - Snowsight dashboards and sharing results - Data visualization and reporting - Align outputs with business requirements |
| Topic 5: Prepare and Load Data | 15–20% | - File formats: CSV, JSON, Parquet, Avro - Data ingestion methods: COPY INTO, stages, Snowpipe - External tables and data validation |
| Topic 6: Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Data cleansing, standardization, type conversion - Handling NULLs and structuring datasets |
| Topic 7: Perform Predictive Analysis | 5–10% | - Forecasting and predictive modeling - Using Snowflake ML and built-in analytics |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
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. Inner join
- B. Left outer join
- C. Full outer join
- D. Cross join
Correct Answer: C 🗳️
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Given the following data:
This SELECT statement is executed:
What will be the result?
- A. 200
- B. 1.8
- C. 2.0
- D. 1.84
Correct Answer: C 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
Which Snowflake feature or object can be used to dynamically create and execute SQL statements?
- A. Stored procedures
- B. User-Defined Functions (UDFs)
- C. System-defined functions
- D. Tasks
Correct Answer: A 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
A Data Analyst needs a sample of 10 rows from a table FCT_SALES that has billions of rows. Which commands can be used to accomplish this? (Select TWO).
- A. SELECT * FROM FCT_SALES SAMPLE 10;
- B. SELECT TOP 10 * FROM FCT_SALES;
- C. SELECT TOP (10 ROWS) * FROM FCT_SALES;
- D. SELECT * FROM FCT_SALES SAMPLE (10 ROWS);
- E. SELECT TOP 10 ROWS * FROM FCT_SALES;
Correct Answer: B,D 🗳️
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A large, complicated query is used to generate a data set for a report on the most recent month. It is taking longer than expected. A review of the Query Profile shows excessive spilling. How can the performance of the query be improved WITHOUT increasing costs?
- A. Change the source tables into external tables to establish and take advantage of custom partitioning.
- B. Split the query into multiple steps, replacing Common Table Expressions (CTEs) with temporary tables to process the data in smaller batches.
- C. Run the query against zero-copy clones of the source tables to avoid contention with other queries.
- D. Create a materialized view clustered on a date column, on the table that is causing the spilling.
Correct Answer: B 🗳️
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