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SnowPro Advanced: Data Analyst Certification Exam: DAA-C01 Exam
"SnowPro Advanced: Data Analyst Certification Exam", also known as DAA-C01 exam, is a Snowflake Certification. With the complete collection of questions and answers, PrepAwayTest has assembled to take you through 67 Q&As to your DAA-C01 Exam preparation. In the DAA-C01 exam resources, you will cover every field and category in SnowPro Advanced Certification helping to ready you for your successful Snowflake Certification.
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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Perform Simple Data Transformations for Analysis | 15–20% | - Handling NULLs and structuring datasets - Data cleansing, standardization, type conversion - Views, materialized views, CTEs |
| Prepare and Present Data | 10–15% | - Snowsight dashboards and sharing results - Data visualization and reporting - Align outputs with business requirements |
| Perform Predictive Analysis | 5–10% | - Forecasting and predictive modeling - Using Snowflake ML and built-in analytics |
| Prepare and Load Data | 15–20% | - Data ingestion methods: COPY INTO, stages, Snowpipe - External tables and data validation - File formats: CSV, JSON, Parquet, Avro |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Statistical summarization and trend analysis - Exploratory and ad-hoc analysis - Anomaly detection and root cause analysis |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Query optimization and troubleshooting - Semi-structured data processing - Complex joins, subqueries, window functions |
| Use Built-in Functions and Create UDFs | 10–15% | - User-Defined Functions (UDFs) - Scalar, aggregate, table, system functions |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
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?
- A.
- B.
- C.
- D.
Answer: B
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A Data Analyst created a model called modelX using SNOWFLAKE.ML.FORECAST. The Analyst needs to predict the next few values and save the result directly into tableX. What step does the Analyst need to take after calling the modelX!FORECAST function?
- A. Pass the new table as a function argument.
- B. Load the function call results directly INTO tableX.
- C. Create the table by querying the RESULT_SCAN.
- D. List the cache content, then use the data saved in the RESULT_SCAN for tableX.
Answer: C
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
A Data Analyst wants to transform query results. Which transformation option will incur compute costs?
- A. Sorting a column by using the column options.
- B. Showing a thousand separator for numeric columns.
- C. Formatting date and timestamp columns.
- D. Increasing or decreasing decimal precision.
Answer: A
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A Data Analyst creates a dashboard showing the total credit consumption for each virtual warehouse as follows:
Why is the query failing?
- A. INFORMATION_SCHEMA should be used instead of ACCOUNT_USAGE.
- B. DB1 must be authorized to have SELECT access to ACCOUNT_USAGE.
- C. The current database context must be changed to SNOWFLAKE.
- D. The query must be executed by a user with the ACCOUNTADMIN role.
Answer: C
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Which query will provide this data without incurring additional storage costs?
- A. CREATE TABLE DEV.PUBLIC.TRANS_HIST LIKE 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 CLONE 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);
Answer: C
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
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