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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Transformation and Data Modeling | 22%-30% | - Design data models
|
| Data Ingestion and Data Preparation | 15%-20% | - Prepare data and load into Snowflake
|
| Data Presentation and Data Visualization | 28%-29% | - Create dashboards
|
| Data Analysis | 30%-32% | - Perform advanced analytics using SQL
|
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
1. 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) A multi-cluster warehouse was used to run Query 1.
B) The USE_CACHED_RESULT was set to FALSE before running Query 2.
C) Table_b has more rows than Table_a.
D) Table_b has a row-access policy defined.
2. A scorecard tile on a Snowsight dashboard shows a comparison between the industry average employee age (which is 34) and a company's average employee age (which is 38). The scorecard tile looks like this:
Comparison with industry average
How should this tile be interpreted?
A) 38 is the value and 12% is the percent difference from the comparison.
B) 38 is the value and 12% is the standard deviation.
C) 38 is the comparison and 12% is the projected industry growth.
D) 38 is the comparison and 12% is the average age change in the last year.
3. 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) The amount of data scanned, and the total data volume are obfuscated.
C) Only the number of scanned micro-partitions is exposed, not the number of bytes scanned.
D) Snowflake secure views are more performant than regular views.
4. A Data Analyst has been analyzing customer data in several worksheets. Each worksheet contains a complex query that provides clean and prepared data for visualizations. The Analyst has also created a Customer Overview dashboard in Snowsight. How should the Analyst add the worksheets in the Customer Analysis database to the dashboard, using the LEAST amount of operational overhead?
A) Open each worksheet, copy the query, then paste the query into the dashboard.
B) Move the worksheets into the dashboard.
C) Copy and paste the worksheets into the dashboard.
D) Query the QUERY_HISTORY view to find those queries, then add the queries into the dashboard.
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: A | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: A |




