Exam Name: SnowPro Advanced: Data Analyst Certification Exam
Certification Provider: Snowflake
Corresponding Certification: SnowPro Advanced
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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Transformation and Analysis | - SQL-based transformations
|
| Topic 2: Data Modeling and Performance Optimization | - Performance tuning
|
| Topic 3: Data Loading and Unloading | - Data export
|
| Topic 4: Security, Governance, and Data Sharing | - Access control and security
|
| Topic 5: Snowflake Architecture and Data Platform Fundamentals | - Snowflake architecture concepts
|
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
There are two similarly-structured and sized tables, Table_a and Table_b, in a schema with data populated in both tables. A Data Analyst is running queries as part of a preliminary analysis of the data to check the MAX value of a numeric column named num which is present in both the tables:
* Query 1: SELECT MAX(num) FROM Table_a;
* Query 2: SELECT MAX(num) FROM Table_b;
After running the queries, the Analyst observed that Query 2 ran significantly slower than Query 1. Why is this occurring?
- A. Table_b has a row-access policy defined.
- B. Table_b has more rows than Table_a.
- C. The USE_CACHED_RESULT was set to FALSE before running Query 2.
- D. A multi-cluster warehouse was used to run Query 1.
Correct Answer: A 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
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, SUM(ACTIVE_DRIVERS), AVG(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, CORR(ACTIVE_DRIVERS, AVERAGE_WAITING_TIME) FROM RIDE_DATA GROUP BY CITY;
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
Which query will provide this data without incurring additional storage costs?
- A. CREATE TABLE DEV.PUBLIC.TRANS_HIST AS (SELECT * FROM PROD.PUBLIC.
TRANS_HIST); - B. CREATE TABLE DEV.PUBLIC.TRANS_HIST AS (SELECT * FROM PROD.PUBLIC.TRANS_HIST WHERE extract(year from (TRANS_DATE)) = 2019);
- C. CREATE TABLE DEV.PUBLIC.TRANS_HIST LIKE PROD.PUBLIC.TRANS_HIST;
- D. CREATE TABLE DEV.PUBLIC.TRANS_HIST CLONE PROD.PUBLIC.TRANS_HIST;
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
What scheme is used by Snowflake to estimate the approximate similarity between two or more data sets?
- A. MINHASH
- B. HyperLogLog
- C. APPROX_TOP_K
- D. APPROX_PERCENTILE
Correct Answer: A 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
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. MIN/MAX values for the column
- B. A frequency distribution, displayed for all numeric columns
- C. A key distribution
- D. A histogram, displayed for all numeric, date, and time columns
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
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