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Snowflake DAA-C01 Exam Syllabus Topics:

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

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

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

Why is the query failing?

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


2. A Data Analyst is working with a table that has 1 record per day, with sales information. Which window function would calculate a 7-day moving average of sales, where SALES_DATE represents the date column?

A) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
B) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW)
C) AVG(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 6 PRECEDING AND
CURRENT ROW)
D) SUM(SALES) OVER (ORDER BY SALES_DATE ROWS BETWEEN 7 PRECEDING AND
CURRENT ROW)


3. Which Snowflake SQL would a Data Analyst use in a trained Cortex model named forecast_model to retrieve the components that contribute to the predictions?

A) forecast_model!SHOW_EVALUATION_METRICS()
B) forecast_model!SHOW_TRAINING_LOGS()
C) forecast_model!FORECAST()
D) forecast_model!EXPLAIN_FEATURE_IMPORTANCE()


4. A Data Analyst has a Parquet file stored in an Amazon S3 staging area. Which query will copy the data from the staged Parquet file into separate columns in the target table?

A) Option A
B) Option B
C) Option D
D) Option C


5. The following code is run:

Then this statement is executed:

What will be the output of this statement?

A)

B)

C)

D)


Solutions:

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

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