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Snowflake DAA-C01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prepare and Present Data10–15%- Data visualization and reporting
- Align outputs with business requirements
- Snowsight dashboards and sharing results
Topic 2: Prepare and Load Data15–20%- External tables and data validation
- File formats: CSV, JSON, Parquet, Avro
- Data ingestion methods: COPY INTO, stages, Snowpipe
Topic 3: Perform Simple Data Transformations for Analysis15–20%- Views, materialized views, CTEs
- Handling NULLs and structuring datasets
- Data cleansing, standardization, type conversion
Topic 4: Perform Predictive Analysis5–10%- Using Snowflake ML and built-in analytics
- Forecasting and predictive modeling
Topic 5: Perform Descriptive and Diagnostic Analysis10–15%- Statistical summarization and trend analysis
- Exploratory and ad-hoc analysis
- Anomaly detection and root cause analysis
Topic 6: Build and Troubleshoot Advanced SQL Queries20–25%- Complex joins, subqueries, window functions
- Semi-structured data processing
- 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. 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 = :daterange
B) Where start_time >= dateadd('days', -7, CURRENT_TIMESTAMP())
C) Where start_time >= dateadd('days', -7, SYSDATE())
D) Where start_time = :date_filter


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

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


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

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


4. What potential problem can be identified in the Query profile below?

A) There is an exploding join
B) The query is not using a foreign Key.
C) There is query spilling.
D) There Is inefficient pruning.


5. While loading data into Snowflake using named file formats, a file format defined in which location has precedence?

A) The schema definition
B) The table definition
C) The COPY INTO statement
D) The stage definition


Solutions:

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

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