Snowflake DAA-C01 : SnowPro Advanced: Data Analyst Certification Exam

Exam Code: DAA-C01

Exam Name: SnowPro Advanced: Data Analyst Certification Exam

Updated: Oct 06, 2026

Q & A: 67 Questions and Answers

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Snowflake DAA-C01 Exam Syllabus Topics:

Section	Objectives
Topic 1: Snowflake Architecture and Data Platform Fundamentals	- Data platform fundamentals 1. Data lifecycle in Snowflake 2. Separation of storage and compute - Snowflake architecture concepts 1. Cloud services layer, compute layer, storage layer 2. Virtual warehouses and scaling
Topic 2: Data Loading and Unloading	- Data ingestion methods 1. Continuous ingestion and Snowpipe concepts 2. COPY INTO and bulk loading - Data export 1. UNLOAD and external stages
Topic 3: Data Transformation and Analysis	- SQL-based transformations 1. Joins, aggregations, window functions 2. Semi-structured data (VARIANT, JSON, XML) - Analytical workloads 1. Query optimization for analytics 2. Materialized views and caching
Topic 4: Security, Governance, and Data Sharing	- Data sharing and governance 1. Data masking and policies 2. Secure data sharing - Access control and security 1. Authentication and encryption concepts 2. Role-based access control (RBAC)
Topic 5: Data Modeling and Performance Optimization	- Modeling approaches in Snowflake 1. Data normalization vs denormalization 2. Star and snowflake schemas - Performance tuning 1. Clustering and pruning techniques 2. Warehouse sizing and auto-suspend/auto-resume

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

Question #1

A company is looking for new headquarters and wants to minimize the distances employees have to commute.
The company has geographic data on employees' residences. Through the Snowflake Marketplace, the company obtained geographic data for possible locations of the new headquarters. How can the distance between an employee's residence and potential headquarters locations be calculated in meters with the LEAST operational overhead?

A. ST_LENGTH
B. HAVERSINE
C. ST_HAUSDORFFDISTANCE
D. ST_DISTANCE

Reveal Solution Discussion 0

Correct Answer: D 🗳️

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Question #2

Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?

A. Stored procedure
B. User-Defined Function (UDF)
C. Common Table Expressions (CTE)
D. Materialized view

Reveal Solution Discussion 0

Correct Answer: A 🗳️

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Question #3

A Data Analyst for a ride-sharing company needs to assess the relationship between the number of active drivers in a city, and the average waiting time for passengers. Which query will determine if an increase in the number of active drivers is associated with a decrease in the average waiting time?

A. SELECT CITY, VARIANCE(ACTIVE_DRIVERS, AVERAGE_WAITING_TIME) FROM
RIDE_DATA GROUP BY CITY;
B. SELECT CITY, CORR(ACTIVE_DRIVERS, AVERAGE_WAITING_TIME) FROM RIDE_DATA GROUP BY CITY;
C. SELECT CITY, SUM(ACTIVE_DRIVERS), VARIANCE(AVERAGE_WAITING_TIME) FROM RIDE_DATA GROUP BY CITY;
D. SELECT CITY, SUM(ACTIVE_DRIVERS), AVG(AVERAGE_WAITING_TIME) FROM
RIDE_DATA GROUP BY CITY;

Reveal Solution Discussion 0

Correct Answer: B 🗳️

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Question #4

A Data Analyst is working with three tables:

Which query would return a list of all brokers, a count of the customers each broker has. and the total order amount of their customers (as shown below)?

Reveal Solution Discussion 0

Correct Answer: C 🗳️

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Question #5

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?

Reveal Solution Discussion 0

Correct Answer: D 🗳️

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Snowflake DAA-C01 : SnowPro Advanced: Data Analyst Certification Exam

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DAA-C01 cram sheet pdf free download to learn more about SnowPro Advanced: Data Analyst Certification Exam

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Snowflake DAA-C01 Exam Syllabus Topics:

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

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