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Snowflake DAA-C01 Exam Syllabus Topics:

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

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. Which Snowflake feature or object can be used to dynamically create and execute SQL statements?

A) Stored procedures
B) System-defined functions
C) Tasks
D) User-Defined Functions (UDFs)


2. A Data Analyst creates a dashboard showing the total credit consumption for each virtual warehouse as follows:

Why is the query failing?

A) The current database context must be changed to SNOWFLAKE.
B) INFORMATION_SCHEMA should be used instead of ACCOUNT_USAGE.
C) DB1 must be authorized to have SELECT access to ACCOUNT_USAGE.
D) The query must be executed by a user with the ACCOUNTADMIN role.


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


4. The image shows a table with a variant column that is storing a JSON record:

This SQL query is run:

What will be the result?

A)

B)

C)

D)


5. What does the "SQL keyword" refer to in the context of adding filters to a worksheet?

A) The name of the function used to generate the filter
B) The filter name to be inserted into queries
C) The table name containing the static filter "key" values
D) The name of a User-Defined Function (UDF) used to define the filter "key" values


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A
Question # 3
Answer: D
Question # 4
Answer: A
Question # 5
Answer: B

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