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Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
1. When implementing pre-math calculations (e.g., randomization, ranking, grouping) in Snowflake, how do they contribute to data analysis?
A) Pre-math calculations affect only specific data types
B) Ranking aids in data summarization and ordering
C) Randomization techniques introduce biases in data analysis
D) Grouping ensures data integrity and consistency
2. What critical role do user-defined functions (UDFs) play in data analysis using SQL?
A) They allow customization and extension of SQL functionalities for specific data operations.
B) UDFs restrict data analysis to predefined operations.
C) UDFs are limited to specific data types.
D) UDFs hinder query optimization in SQL.
3. How do constraints, such as primary keys, impact table joins between parent/child tables in Snowflake?
A) Constraints restrict data access to authorized user roles
B) Primary keys ensure data uniqueness for table relationships
C) Primary keys allow only one-to-one table joins
D) Constraints limit table join operations to specific data types
4. What key considerations should be addressed while selecting data sources for retrieval in a collection system? (Select all that apply)
A) Data retrieval speed
B) Data redundancy elimination
C) Data consistency across sources
D) Data format compatibility
5. Which of the following is a key step in data preparation?
A) Visual analysis
B) Model deployment
C) Algorithm selection
D) Data normalization
Solutions:
Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: A,C,D | Question # 5 Answer: D |