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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Prepare and Present Data | 10–15% | - Data visualization and reporting - Align outputs with business requirements - Snowsight dashboards and sharing results |
| Use Built-in Functions and Create UDFs | 10–15% | - User-Defined Functions (UDFs) - Scalar, aggregate, table, system functions |
| Prepare and Load Data | 15–20% | - External tables and data validation - File formats: CSV, JSON, Parquet, Avro - Data ingestion methods: COPY INTO, stages, Snowpipe |
| Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Complex joins, subqueries, window functions - Semi-structured data processing - Query optimization and troubleshooting |
| Perform Simple Data Transformations for Analysis | 15–20% | - Handling NULLs and structuring datasets - Views, materialized views, CTEs - Data cleansing, standardization, type conversion |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Anomaly detection and root cause analysis - Statistical summarization and trend analysis - Exploratory and ad-hoc analysis |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
Which aggregate functions can be used to provide values for a given bucket in Snowsight charts? (Select THREE).
- A. Mode
- B. HLL
- C. Standard Deviation
- D. Average
- E. Max
- F. Any Value
Correct Answer: D,E,F 🗳️
Explanation: Only visible for Dumps4PDF 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 CLONE 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 AS (SELECT * FROM PROD.PUBLIC.
TRANS_HIST); - D. CREATE TABLE DEV.PUBLIC.TRANS_HIST LIKE PROD.PUBLIC.TRANS_HIST;
Correct Answer: A 🗳️
Explanation: Only visible for Dumps4PDF members. You can sign-up / login (it's free).
A Data Analyst is given access to a table of inventory transfers which includes the product details, fulfillment warehouse location, and destination warehouse location. Which type of visualization should be used to illustrate the most active product transfer routes?
- A. Line chart
- B. Scatterplot
- C. Scorecard
- D. Heat grid
Correct Answer: D 🗳️
Explanation: Only visible for Dumps4PDF members. You can sign-up / login (it's free).
A Data Analyst creates a dashboard showing the total credit consumption for each virtual warehouse as follows:
Why is the query failing?
- A. The current database context must be changed to SNOWFLAKE.
- B. INFORMATION_SCHEMA should be used instead of ACCOUNT_USAGE.
- C. The query must be executed by a user with the ACCOUNTADMIN role.
- D. DB1 must be authorized to have SELECT access to ACCOUNT_USAGE.
Correct Answer: A 🗳️
Explanation: Only visible for Dumps4PDF members. You can sign-up / login (it's free).
A Data Analyst has created a custom filter called branch_region on a Snowflake dashboard. The filter contains a list of regions where the company has stores. How should the filter be referenced in dashboard queries?
- A. %branch_region
- B. :branch_region
- C. $branch_region
- D. ::branch_region
Correct Answer: B 🗳️
Explanation: Only visible for Dumps4PDF members. You can sign-up / login (it's free).
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