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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Data cleansing, standardization, type conversion - Handling NULLs and structuring datasets |
| Prepare and Load Data | 15–20% | - External tables and data validation - Data ingestion methods: COPY INTO, stages, Snowpipe - File formats: CSV, JSON, Parquet, Avro |
| Prepare and Present Data | 10–15% | - Align outputs with business requirements - Data visualization and reporting - Snowsight dashboards and sharing results |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Statistical summarization and trend analysis - Anomaly detection and root cause analysis - Exploratory and ad-hoc analysis |
| Use Built-in Functions and Create UDFs | 10–15% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Query optimization and troubleshooting - Complex joins, subqueries, window functions - Semi-structured data processing |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
This command was executed:
SQL
SELECT seq4(), uniform(1, 10, RANDOM(12))
FROM TABLE(GENERATOR(TIMELIMIT => NULL))
ORDER BY 1;
How many rows will be generated?
- A. 10
- B. 12
- C. An infinite number
- D. 0
Correct Answer: D 🗳️
Explanation: Only visible for TestValid members. You can sign-up / login (it's free).
What will the following query return?
SELECT * FROM testtable SAMPLE BLOCK (0.012) REPEATABLE (99992);
- A. A sample of a table in which each block of rows has a 0.012% probability of being included in the sample, with the seed set to 99992.
- B. A sample of a table in which each block of rows has a 1.2% probability of being included in the sample, with the seed set to 99992.
- C. A sample of a table in which each block of rows has a 1.2% probability of being included in the sample where repeated elements are allowed.
- D. A sample containing 99992 records of a table in which each block of rows has a 0.012% probability of being included in the sample.
Correct Answer: A 🗳️
Explanation: Only visible for TestValid members. You can sign-up / login (it's free).
What are the PRIMARY reasons for using integrity constraints on Snowflake tables? (Select TWO).
- A. To enforce that records with a NOT NULL column must have values in that column.
- B. To enforce that records with a UNIQUE column must have all distinct values in that column.
- C. To enforce that a value in a foreign key must match the value of a primary or unique key in a parent table.
- D. To enable team members to see how tables relate to one another.
- E. To allow for clustering on the primary and foreign keys by specifying them as clustering keys.
Correct Answer: A,D 🗳️
Explanation: Only visible for TestValid 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 histogram, displayed for all numeric, date, and time columns
- C. A frequency distribution, displayed for all numeric columns
- D. A key distribution
Correct Answer: B 🗳️
Explanation: Only visible for TestValid members. You can sign-up / login (it's free).
Given the following data:
This SELECT statement is executed:
What will be the result?
- A. 1.84
- B. 200
- C. 1.8
- D. 2.0
Correct Answer: D 🗳️
Explanation: Only visible for TestValid members. You can sign-up / login (it's free).
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