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Snowflake DAA-C01 Exam Syllabus Topics:

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

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. A Data Analyst runs a query in a Snowflake worksheet, and selects a numeric column from the result grid.
What automatically-generated contextual statistic can be visualized?

A) A frequency distribution, displayed for all numeric columns
B) A histogram, displayed for all numeric, date, and time columns
C) MIN/MAX values for the column
D) A key distribution


2. What is a benefit of using SQL queries that contain secure views?

A) Snowflake secure views are more performant than regular views.
B) The amount of data scanned, and the total data volume are obfuscated.
C) Users will not be able to make observations about the quantity of underlying data.
D) Only the number of scanned micro-partitions is exposed, not the number of bytes scanned.


3. Which query will provide this data without incurring additional storage costs?

A) CREATE TABLE DEV.PUBLIC.TRANS_HIST CLONE PROD.PUBLIC.TRANS_HIST;
B) CREATE TABLE DEV.PUBLIC.TRANS_HIST AS (SELECT * FROM PROD.PUBLIC.
TRANS_HIST);
C) CREATE TABLE DEV.PUBLIC.TRANS_HIST LIKE PROD.PUBLIC.TRANS_HIST;
D) CREATE TABLE DEV.PUBLIC.TRANS_HIST AS (SELECT * FROM PROD.PUBLIC.TRANS_HIST WHERE extract(year from (TRANS_DATE)) = 2019);


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

A) 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.
B) 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.
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 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.


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

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


Solutions:

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

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