- Exam Code: DAA-C01
- 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 Descriptive and Diagnostic Analysis | 10–15% | - Statistical summarization and trend analysis - Anomaly detection and root cause analysis - Exploratory and ad-hoc analysis |
| Prepare and Load Data | 15–20% | - File formats: CSV, JSON, Parquet, Avro - External tables and data validation - Data ingestion methods: COPY INTO, stages, Snowpipe |
| Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Handling NULLs and structuring datasets - Data cleansing, standardization, type conversion |
| 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 |
| Prepare and Present Data | 10–15% | - Align outputs with business requirements - Snowsight dashboards and sharing results - Data visualization and reporting |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
A Data Analyst needs to add address details based on a customer's latitude and longitude to a customer sales database. The Analyst found a free Worldwide Address Data listing on the Snowflake Marketplace. The ACCOUNTADMIN placed the data set into a new database called ADDRESS_DATA. The Data Analyst needs to join the ADDRESS_DATA.OPENADDRESS table with the ORDERS table which is stored in the GLOBAL_DWH database. The combined data set needs to be created as a view. How can this be achieved?
- A. Create a view in the GLOBAL_DWH database.
- B. Create a new schema called ENRICHED in the ADDRESS_DATA database and create this view in the ENRICHED schema.
- C. Create a view in the ADDRESS_DATA database.
- D. Ask the ACCOUNTADMIN to grant the Data Analyst the IMPORTED_PRIVILEGES on the ADDRESS_DATA database and then create a view in the ADDRESS_DATA database.
Correct Answer: A 🗳️
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Which Snowflake feature allows users to encapsulate a series of SQL statements into a reusable database object, facilitating modular code development?
- A. Common Table Expressions (CTE)
- B. Materialized view
- C. User-Defined Function (UDF)
- D. Stored procedure
Correct Answer: D 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
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 lose access to the worksheet, their permissions on the worksheet are revoked.
- C. The original users retain access and permissions on the worksheet.
- D. The original users gain additional access to the worksheet.
Correct Answer: B 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
While loading data into Snowflake using named file formats, a file format defined in which location has precedence?
- A. The stage definition
- B. The table definition
- C. The schema definition
- D. The COPY INTO statement
Correct Answer: D 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
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. The USE_CACHED_RESULT was set to FALSE before running Query 2.
- B. A multi-cluster warehouse was used to run Query 1.
- C. Table_b has more rows than Table_a.
- D. Table_b has a row-access policy defined.
Correct Answer: D 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
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