DAA-C01 Actual Test | DAA-C01 Exam Sample Questions

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DAA-C01 Exam Sample Questions & DAA-C01 Latest Braindumps Files

You can take the Snowflake DAA-C01 desktop practice exam on Windows computers. Dumpcollection has come up with this new style format in which you can easily track the records of your previous progress. So, you will understand how much you have improved or how much you need improvement for passing exam. The SnowPro Advanced: Data Analyst Certification Exam (DAA-C01) practice exam will also boost your time management skills.

Snowflake SnowPro Advanced: Data Analyst Certification Exam Sample Questions (Q41-Q46):

NEW QUESTION # 41
Which action aids in performing a diagnostic analysis on historical data to identify reasons/causes of anomalies?

Answer: B

Explanation:
Collecting related data and demographics is crucial in understanding the reasons/causes of anomalies in historical data.


NEW QUESTION # 42
What is the primary benefit of connecting BI tools to Snowflake for dashboard creation?

Answer: C

Explanation:
Connecting BI tools to Snowflake enables seamless integration and data visualization in dashboard creation.


NEW QUESTION # 43
How do Snowsight dashboards facilitate the presentation of data for business use analyses?

Answer: D

Explanation:
Snowsight dashboards enable diverse data representation for effective analyses in business use cases.


NEW QUESTION # 44
You have a Snowflake table 'customer data' containing personally identifiable information (PII) such as customer names and addresses. You need to create a de-identified version of this table for analytical purposes, replacing the names and addresses with synthetic data, while preserving referential integrity with other tables that use the original customer IDs. Which combination of Snowflake features and techniques would you use to achieve this securely and efficiently?

Answer: D,E

Explanation:
Options B and D are the best choices. Option B directly addresses the need for a de-identified table by generating synthetic data and using HASH to preserve referential integrity. Secure data sharing provides controlled access. Option D uses external functions to leverage specialized de-identification services. Options A and E are useful for dynamic masking, but do not create a separate de-identified dataset and may still expose PII to authorized users. Option C involves exporting data, which increases the risk of data leakage and is less efficient.


NEW QUESTION # 45
A data analyst is tasked with identifying the top 3 performing sales representatives in each region based on their total sales amount. The sales data is stored in a table named 'sales data" with columns 'region', 'sales_rep', and 'sales_amount'. Which Snowflake SQL statement(s) would efficiently achieve this?

Answer: A,B,E

Explanation:
Options A, B, and C correctly utilize window functions to rank sales representatives within each region. assigns a unique rank, assigns the same rank to ties and skips the subsequent ranks, and 'DENSE RANK()' assigns the same rank to ties but does not skip ranks. All three can be used with a 'WHERE clause to filter for the top 3. Option D incorrectly uses 'LAG' and doesn't achieve the desired ranking. Option E uses 'NTILE' which divides the rows into three groups; filtering 'tile = 1' might not always return the top three based on sales.


NEW QUESTION # 46
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