Online Access Free Snowflake.DAA-C01.v2026-01-08.q80 Practice Test (Page 3)

In the context of data processing solutions, how does handling processing failures contribute to ensuring data reliability?

A.Prevents data loss or corruption

B.Reduces system downtime

C.Ensures real-time data availability

D.Increases data redundancy

What distinguishes exploratory ad-hoc analyses from routine data analysis?

A.They query known patterns without further exploration.

B.Ad-hoc analyses focus only on established trends.

C.Ad-hoc analyses rely solely on predefined queries.

D.Ad-hoc analyses explore patterns and anomalies beyond established routines.

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

A.Materialized views restrict data retrieval for improved security.

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

C.They offer real-time updates reflecting instantaneous database changes.

D.Materialized views provide precomputed snapshots, improving query performance.

Which aspects are crucial for making predictions based on data for forecasting purposes? (Select all that apply)

A.Using only basic arithmetic functions for forecasting

B.Considering trends and anomalies in historical data

C.Incorporating statistical methods for accurate predictions

D.Relying solely on historical data without considering external factors

When handling Parquet files in Snowflake, what limitations or challenges might arise? (Select all that apply)

A.Issues in handling large Parquet files

B.Restrictions in metadata retrieval

C.Difficulties in accessing specific file types

D.Constraints in querying nested Parquet structures

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