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Snowflake DAA-C01 Exam Syllabus Topics:

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. What scheme is used by Snowflake to estimate the approximate similarity between two or more data sets?

A) MINHASH
B) HyperLogLog
C) APPROX_TOP_K
D) APPROX_PERCENTILE

2. 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) Query the QUERY_HISTORY view to find those queries, then add the queries into the dashboard.
B) Move the worksheets into the dashboard.
C) Copy and paste the worksheets into the dashboard.
D) Open each worksheet, copy the query, then paste the query into the dashboard.

3. A Data Analyst executes a complex query. Which query will allow the Analyst to access the results a second time?

A) DESC RESULT LAST_QUERY_ID();
B) SELECT * FROM TABLE(INFORMATION_SCHEMA.QUERY_HISTORY());
C) SELECT * FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
D) SELECT LAST_QUERY_ID(-1);

4. A Data Analyst has a Parquet file stored in an Amazon S3 staging area. Which query will copy the data from the staged Parquet file into separate columns in the target table?

A) Option A
B) Option C
C) Option D
D) Option B

5. Why would a Data Analyst use a dimensional model rather than a single flat table to meet BI requirements for a virtual warehouse? (Select TWO).

A) Dimensional modelling will save on storage space since it is denormalized.
B) Combining facts and dimensions in a single flat table limits the scalability and flexibility.
C) Dimensions and facts allow power users to run ad-hoc analyses.
D) Snowflake generally performs better with dimensional modelling.
E) Dimensional modelling will improve query performance over a single table.

Solutions: