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 |
|---|---|---|
| Topic 1: Build and Troubleshoot Advanced SQL Queries | 20–25% | - Complex joins, subqueries, window functions - Semi-structured data processing - Query optimization and troubleshooting |
| Topic 2: Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| Topic 3: Perform Descriptive and Diagnostic Analysis | 10–15% | - Statistical summarization and trend analysis - Exploratory and ad-hoc analysis - Anomaly detection and root cause analysis |
| Topic 4: Prepare and Present Data | 10–15% | - Snowsight dashboards and sharing results - Align outputs with business requirements - Data visualization and reporting |
| Topic 5: Prepare and Load Data | 15–20% | - External tables and data validation - File formats: CSV, JSON, Parquet, Avro - Data ingestion methods: COPY INTO, stages, Snowpipe |
| Topic 6: Use Built-in Functions and Create UDFs | 10–15% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Topic 7: Perform Simple Data Transformations for Analysis | 15–20% | - Handling NULLs and structuring datasets - Data cleansing, standardization, type conversion - Views, materialized views, CTEs |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
Which Snowflake SQL would a Data Analyst use in a trained Cortex model named forecast_model to retrieve the components that contribute to the predictions?
- A. forecast_model!SHOW_TRAINING_LOGS()
- B. forecast_model!FORECAST()
- C. forecast_model!SHOW_EVALUATION_METRICS()
- D. forecast_model!EXPLAIN_FEATURE_IMPORTANCE()
Correct Answer: D 🗳️
Explanation: Only visible for PrepAwayPDF members. You can sign-up / login (it's free).
A Data Analyst has a Parquet file stored in an Amazon S3 staging area. Which query will copy the data from the staged Parquet file into separate columns in the target table?
- A. Option B
- B. Option D
- C. Option C
- D. Option A
Correct Answer: C 🗳️
Explanation: Only visible for PrepAwayPDF 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 lose access to the worksheet, their permissions on the worksheet are revoked.
- B. The original users gain additional access to the worksheet.
- C. The original users retain access and permissions on the worksheet.
- D. The original users temporarily lose access but regain it once the dashboard is created.
Correct Answer: A 🗳️
Explanation: Only visible for PrepAwayPDF members. You can sign-up / login (it's free).
When building a Snowsight dashboard that will allow users to filter data within a worksheet, which Snowflake system filters should be used?
- A. Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a SELECT clause.
- B. Include the :daterange system filter in a WHERE clause, and include the :datebucket system filter in a GROUP BY clause.
- C. Include the :datebucket system filter in a WHERE clause, and include the :daterange system filter in a GROUP BY clause.
- D. Include the :daterange system filter in a SELECT clause, and include the :datebucket system filter in a GROUP BY clause.
Correct Answer: B 🗳️
Explanation: Only visible for PrepAwayPDF members. You can sign-up / login (it's free).
A Data Analyst needs to generate a graphic that will identify any natural clusters in a data set containing details about completed orders. Which Snowsight chart should be used?
- A. Line chart
- B. Bar chart
- C. Heat grid
- D. Scatter plot
Correct Answer: D 🗳️
Explanation: Only visible for PrepAwayPDF members. You can sign-up / login (it's free).
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