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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Build and Troubleshoot Advanced SQL Queries | 20–25% | - Semi-structured data processing - Query optimization and troubleshooting - Complex joins, subqueries, window functions |
| Topic 2: Prepare and Present Data | 10–15% | - Align outputs with business requirements - Data visualization and reporting - Snowsight dashboards and sharing results |
| Topic 3: Perform Predictive Analysis | 5–10% | - Forecasting and predictive modeling - Using Snowflake ML and built-in analytics |
| Topic 4: Prepare and Load Data | 15–20% | - External tables and data validation - Data ingestion methods: COPY INTO, stages, Snowpipe - File formats: CSV, JSON, Parquet, Avro |
| Topic 5: Perform Descriptive and Diagnostic Analysis | 10–15% | - Exploratory and ad-hoc analysis - Statistical summarization and trend analysis - Anomaly detection and root cause analysis |
| Topic 6: Use Built-in Functions and Create UDFs | 10–15% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Topic 7: Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Handling NULLs and structuring datasets - Data cleansing, standardization, type conversion |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
Question 1
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
Question 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. INTERSECT
B. EXCEPT
C. PIVOT
D. UNPIVOT
Question 3
When building a Snowsight dashboard that will allow users to filter data within a worksheet, which Snowflake system filters should be used?
A. Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a SELECT clause.
B. Include the :daterange system filter in a WHERE clause, and include the :datebucket system filter in a GROUP BY clause.
C. Include the :daterange system filter in a SELECT clause, and include the :datebucket system filter in a GROUP BY clause.
D. Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a GROUP BY clause.
Question 4
A Data Analyst needs to generate a graphic that will identify any natural clusters in a data set containing details about completed orders. Which Snowsight chart should be used?
A. Bar chart
B. Heat grid
C. Line chart
D. Scatter plot
Question 5
A Data Analyst has created a custom filter called branch_region on a Snowflake dashboard. The filter contains a list of regions where the company has stores. How should the filter be referenced in dashboard queries?
A. :branch_region
B. $branch_region
C. ::branch_region
D. %branch_region
Solutions:
| Question 1 Answer: D | Question 2 Answer: D | Question 3 Answer: B | Question 4 Answer: D | Question 5 Answer: A |
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