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Snowflake DAA-C01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prepare and Load Data15–20%- File formats: CSV, JSON, Parquet, Avro
- External tables and data validation
- Data ingestion methods: COPY INTO, stages, Snowpipe
Topic 2: Prepare and Present Data10–15%- Snowsight dashboards and sharing results
- Data visualization and reporting
- Align outputs with business requirements
Topic 3: Perform Predictive Analysis5–10%- Forecasting and predictive modeling
- Using Snowflake ML and built-in analytics
Topic 4: Perform Descriptive and Diagnostic Analysis10–15%- Anomaly detection and root cause analysis
- Exploratory and ad-hoc analysis
- Statistical summarization and trend analysis
Topic 5: Perform Simple Data Transformations for Analysis15–20%- Data cleansing, standardization, type conversion
- Views, materialized views, CTEs
- Handling NULLs and structuring datasets
Topic 6: Build and Troubleshoot Advanced SQL Queries20–25%- Semi-structured data processing
- Complex joins, subqueries, window functions
- Query optimization and troubleshooting
Topic 7: Use Built-in Functions and Create UDFs10–15%- Scalar, aggregate, table, system functions
- User-Defined Functions (UDFs)

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. The following code is run:

Then this statement is executed:

What will be the output of this statement?

A)

B)

C)

D)


2. What will the following query return?
SELECT * FROM testtable SAMPLE BLOCK (0.012) REPEATABLE (99992);

A) A sample of a table in which each block of rows has a 0.012% probability of being included in the sample, with the seed set to 99992.
B) A sample of a table in which each block of rows has a 1.2% probability of being included in the sample where repeated elements are allowed.
C) A sample of a table in which each block of rows has a 1.2% probability of being included in the sample, with the seed set to 99992.
D) A sample containing 99992 records of a table in which each block of rows has a 0.012% probability of being included in the sample.


3. What functionalities are available when a Snowflake worksheet is shared with other users? (Select TWO).

A) Collaborators can share the worksheet across Snowflake accounts.
B) If the worksheet is being edited, the collaborators will be able to see these edits in real-time.
C) If multiple users edit and run a shared worksheet at the same time, each run of the worksheet will create a new version.
D) Whenever a user with permissions runs a worksheet, the existing version history of the worksheet will be overwritten.
E) Users with edit permissions can view past versions of the worksheet.


4. A Data Analyst created two tables that are related by a foreign key, using the following commands:

Then the Analyst renamed the referenced table using the following command: ALTER TABLE mother RENAME TO father; What happens to the foreign key after the referenced table is renamed?

A) The foreign key becomes invalid because the referenced table no longer exists.
B) The foreign key is updated to reference the renamed table.
C) The foreign key will not be used during the query rewrite.
D) The foreign key is dropped because the reference is no longer valid.


5. A Data Analyst created a cost overview dashboard in Snowsight. Management has asked for a system date filter to easily change the time period and refresh the data in all dashboard tiles with a single filter selection.
The system date filter is shown below:

The Analyst wants to apply the filter onto individual dashboard components.
Adding which where clause to the queries will apply the filter as required?

A) Where start_time = :date_filter
B) Where start_time >= dateadd('days', -7, CURRENT_TIMESTAMP())
C) Where start_time = :daterange
D) Where start_time >= dateadd('days', -7, SYSDATE())


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A
Question # 3
Answer: B,C
Question # 4
Answer: B
Question # 5
Answer: C

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