Question 1

In diagnostic analysis, what importance do demographics and relationships hold in identifying anomalies? (Select all that apply)

Options :

A : Identifying demographic variations linked to anomalies

B : Analyzing only recent demographic data for anomalies

C : Ignoring data relationships for focused analysis

D : Considering relationships among data variables

Answer: A,D

Question 2

What actions are involved in data discovery to identify necessary elements from available datasets in Snowflake? (Select all that apply)

Options :

A : Running SQL queries on tables

B : Performing data mining techniques

C : Evaluating necessary transformations

D : Identifying missing data fields

Answer: A,C

Question 3

When utilizing materialized views, what benefit do they offer in terms of query performance and data retrieval?

Options :

A : Materialized views restrict data retrieval for improved security.

B : Regular views simplify complex data structures for better query performance.

C : Materialized views provide precomputed snapshots, improving query performance.

D : They offer real-time updates reflecting instantaneous database changes.

Answer: C

Question 4

What role does leveraging native data types play in Snowflake while working with different datasets?

Options :

A : Reduces query flexibility and optimization possibilities

B : Limits data type conversion capabilities

C : Impedes data compatibility with other platforms

D : Improves query performance and storage efficiency

Answer: D

Question 5

Which considerations are part of best practice for ensuring data integrity structures in Snowflake? (Select all that apply)

Options :

A : Using primary keys for tables

B : Establishing parent-child table joins

C : Ensuring data normalization

D : Implementing redundant constraints

Answer: A,B

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