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 | Weight | Objectives |
|---|---|---|
| Perform Predictive Analysis | 5–10% | - Forecasting and predictive modeling - Using Snowflake ML and built-in analytics |
| Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Data cleansing, standardization, type conversion - Handling NULLs and structuring datasets |
| Prepare and Present Data | 10–15% | - Data visualization and reporting - Snowsight dashboards and sharing results - Align outputs with business requirements |
| Use Built-in Functions and Create UDFs | 10–15% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Anomaly detection and root cause analysis - Exploratory and ad-hoc analysis - Statistical summarization and trend analysis |
| Prepare and Load Data | 15–20% | - Data ingestion methods: COPY INTO, stages, Snowpipe - File formats: CSV, JSON, Parquet, Avro - External tables and data validation |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Semi-structured data processing - Query optimization and troubleshooting - Complex joins, subqueries, window functions |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
How can a Data Analyst automatically create a table structure for loading a Parquet file?
- A. Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE LIKE command.
- B. Use INFER_SCHEMA together with the CREATE TABLE USING TEMPLATE command.
- C. Use the GENERATE_COLUMN_DESCRIPTION with the CREATE TABLE USING TEMPLATE command.
- D. Use the INFER_SCHEMA together with the CREATE TABLE LIKE command.
Correct Answer: B 🗳️
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A Data Analyst is creating a Snowsight dashboard from a shared worksheet. What happens to the access and permissions of the users who initially had sharing privileges on the worksheet?
- A. The original users temporarily lose access but regain it once the dashboard is created.
- B. The original users retain access and permissions on the worksheet.
- C. The original users lose access to the worksheet, their permissions on the worksheet are revoked.
- D. The original users gain additional access to the worksheet.
Correct Answer: C 🗳️
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What potential problem can be identified in the Query profile below?
- A. The query is not using a foreign Key.
- B. There is an exploding join
- C. There Is inefficient pruning.
- D. There is query spilling.
Correct Answer: B 🗳️
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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 more rows than Table_a.
- B. Table_b has a row-access policy defined.
- C. A multi-cluster warehouse was used to run Query 1.
- D. The USE_CACHED_RESULT was set to FALSE before running Query 2.
Correct Answer: B 🗳️
Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).
What functions should a Data Analyst use to run descriptive analytics on a data set? (Select TWO).
- A. AVG
- B. APPROX_COUNT_DISTINCT
- C. ROW_NUMBER
- D. REGR_INTERCEPT
- E. REGR_SLOPE
Correct Answer: A,B 🗳️
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