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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Use Built-in Functions and Create UDFs | 10–15% | - User-Defined Functions (UDFs) - Scalar, aggregate, table, system functions |
| Topic 2: Perform Descriptive and Diagnostic Analysis | 10–15% | - Exploratory and ad-hoc analysis - Anomaly detection and root cause analysis - Statistical summarization and trend analysis |
| Topic 3: Perform Predictive Analysis | 5–10% | - Forecasting and predictive modeling - Using Snowflake ML and built-in analytics |
| Topic 4: Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Data cleansing, standardization, type conversion - Handling NULLs and structuring datasets |
| Topic 5: Prepare and Present Data | 10–15% | - Snowsight dashboards and sharing results - Align outputs with business requirements - Data visualization and reporting |
| Topic 6: Prepare and Load Data | 15–20% | - Data ingestion methods: COPY INTO, stages, Snowpipe - External tables and data validation - File formats: CSV, JSON, Parquet, Avro |
| Topic 7: 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:
1. Why would an INFER_SCHEMA table function be used?
A) To retrieve the column definitions from a previously-loaded database table
B) To detect the file metadata schema from staged data files that contain semi-structured data
C) To detect the metadata schema from a table cell that contains JSON data
D) To detect the file metadata schema from staged data files that contain unstructured data
2. What option would allow a Data Analyst to efficiently estimate cardinality on a data set that contains trillions of rows?
A) Count(Distinct *)/Count(*)
B) SYSTEM$ESTIMATE
C) HLL(*)
D) Count(Distinct *)
3. What is a benefit of using SQL queries that contain secure views?
A) Users will not be able to make observations about the quantity of underlying data.
B) The amount of data scanned, and the total data volume are obfuscated.
C) Only the number of scanned micro-partitions is exposed, not the number of bytes scanned.
D) Snowflake secure views are more performant than regular views.
4. The image shows a table with a variant column that is storing a JSON record:
This SQL query is run:
What will be the result?
A)
B)
C)
D) 
5. Given the following data:
This SELECT statement is executed:
What will be the result?
A) 1.8
B) 2.0
C) 200
D) 1.84
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: B |


