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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Complex joins, subqueries, window functions - Semi-structured data processing - Query optimization and troubleshooting |
| Prepare and Present Data | 10–15% | - Data visualization and reporting - Snowsight dashboards and sharing results - Align outputs with business requirements |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Anomaly detection and root cause analysis - Exploratory and ad-hoc analysis - Statistical summarization and trend analysis |
| 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 |
| Use Built-in Functions and Create UDFs | 10–15% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Prepare and Load Data | 15–20% | - Data ingestion methods: COPY INTO, stages, Snowpipe - File formats: CSV, JSON, Parquet, Avro - External tables and data validation |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
1. While loading data into Snowflake using named file formats, a file format defined in which location has precedence?
A) The COPY INTO statement
B) The table definition
C) The schema definition
D) The stage definition
2. A Data Analyst is working with three tables:
Which query would return a list of all brokers, a count of the customers each broker has. and the total order amount of their customers (as shown below)?
A)
B)
C)
D) 
3. 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 key distribution
C) A frequency distribution, displayed for all numeric columns
D) A histogram, displayed for all numeric, date, and time columns
4. Consider the following chart.
What can be said about the correlation for sales over time between the two categories?
A) There is a non-linear correlation.
B) There is a negative correlation.
C) There is no correlation. (Selected)
D) There is a positive correlation.
5. What potential problem can be identified in the Query profile below?
A) There is an exploding join
B) There is query spilling.
C) The query is not using a foreign Key.
D) There Is inefficient pruning.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: A |






