Last Updated: Aug 01, 2026
No. of Questions: 67 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Build and Troubleshoot Advanced SQL Queries | 20–25% | - Complex joins, subqueries, window functions - Query optimization and troubleshooting - Semi-structured data processing |
| Topic 2: Perform Descriptive and Diagnostic Analysis | 10–15% | - Statistical summarization and trend analysis - Exploratory and ad-hoc analysis - Anomaly detection and root cause analysis |
| Topic 3: Perform Predictive Analysis | 5–10% | - Forecasting and predictive modeling - Using Snowflake ML and built-in analytics |
| Topic 4: Use Built-in Functions and Create UDFs | 10–15% | - Scalar, aggregate, table, system functions - User-Defined Functions (UDFs) |
| Topic 5: Prepare and Present Data | 10–15% | - Data visualization and reporting - Align outputs with business requirements - Snowsight dashboards and sharing results |
| Topic 6: Prepare and Load Data | 15–20% | - File formats: CSV, JSON, Parquet, Avro - External tables and data validation - Data ingestion methods: COPY INTO, stages, Snowpipe |
| Topic 7: Perform Simple Data Transformations for Analysis | 15–20% | - Handling NULLs and structuring datasets - Views, materialized views, CTEs - Data cleansing, standardization, type conversion |
1. A Data Analyst created two functions and one procedures:
The Analyst then runs this query:
The Analyst then runs this query:
What will be the output?
A) Null
B) 30
C) 10
D) 20
2. A Data Analyst needs to rotate a table by transforming a wide table's columns into rows.
Which operator will be MOST beneficial for producing this output?
A) PIVOT
B) EXCEPT
C) INTERSECT
D) UNPIVOT
3. A Data Analyst creates and populates the following table:
create or replace table aggr(v int) as select * from values (1), (2), (3), (4); The Analyst then executes this query:
select percentile_disc(0.60) within group (order by v desc) from aggr;
What will be the result?
A) 1
B) 3
C) 4
D) 2
4. 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
5. A Data Analyst wants to transform query results. Which transformation option will incur compute costs?
A) Sorting a column by using the column options.
B) Increasing or decreasing decimal precision.
C) Showing a thousand separator for numeric columns.
D) Formatting date and timestamp columns.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: A |
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