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Snowflake DAA-C01 Exam Syllabus Topics:

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

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. A Data Analyst created two functions and one procedures:
The Analyst then runs this query:

The Analyst then runs this query:

What will be the output?

A) Null
B) 30
C) 10
D) 20


2. A Data Analyst needs to rotate a table by transforming a wide table's columns into rows.

Which operator will be MOST beneficial for producing this output?

A) PIVOT
B) EXCEPT
C) INTERSECT
D) UNPIVOT


3. A Data Analyst creates and populates the following table:
create or replace table aggr(v int) as select * from values (1), (2), (3), (4); The Analyst then executes this query:
select percentile_disc(0.60) within group (order by v desc) from aggr;
What will be the result?

A) 1
B) 3
C) 4
D) 2


4. Given the following data:

This SELECT statement is executed:

What will be the result?

A) 1.84
B) 200
C) 1.8
D) 2.0


5. A Data Analyst wants to transform query results. Which transformation option will incur compute costs?

A) Sorting a column by using the column options.
B) Increasing or decreasing decimal precision.
C) Showing a thousand separator for numeric columns.
D) Formatting date and timestamp columns.


Solutions:

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

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