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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Virtual Warehouses	20%	- Resource monitors - Warehouse performance optimization - Warehouse sizing and scaling - Virtual warehouse creation and management
Data Management	20%	- Data sharing and replication - Database object management - Data loading and unloading - Time Travel and Fail-safe
Account Management and Security	25%	- Role-Based Access Control (RBAC) - User management and authentication - Account management and billing - Security and governance management
Data Protection and Disaster Recovery	15%	- Backup and restore procedures - Data replication - Disaster recovery planning - Snowflake Marketplace
Performance and Monitoring	20%	- Query history and profiling - Query performance optimization - Resource monitoring and management - Clustering keys

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q50-Q55):

NEW QUESTION # 50
In which scenario will use of an external table simplify a data pipeline?

A. When accessing a Snowflake table from a relational database
B. When accessing a Snowflake table that references data files located in cloud storage
C. When continuously writing data from a Snowflake table to external storage
D. When accessing a Snowflake table from an external database within the same region

Answer: B

Explanation:
External tables in Snowflake are specifically designed to reference and query data files located in external cloud storage. This simplifies data pipelines by allowing direct SQL access to external data without the need for loading it into Snowflake.

NEW QUESTION # 51
Which tasks can be performed by the ORGADMIN role? (Choose three.)

A. View usage information for all accounts in the organization.
B. View a list of all regions enabled for the organization.
C. Create one or more accounts in the organization.
D. Create secure views on application tables within the organization.
E. Perform zero-copy cloning on account data.
F. Create a reader account to share data with another organization.

Answer: A,B,C

Explanation:
The ORGADMIN role can create accounts in the organization, view all enabled regions, and access usage information across all organization accounts. Creating secure views and zero-copy cloning are not ORGADMIN tasks. Reader accounts can be created, but only for sharing within the same organization, not with another organization.

NEW QUESTION # 52
If the query matches the definition, will Snowflake always dynamically rewrite the query to use a materialized view?

A. Yes, because materialized views are always faster.
B. No, because joins are not supported by materialized views.
C. No, because the optimizer might decide against it.
D. No, because the materialized view may not be up-to-date.

Answer: C

Explanation:
Even if a query matches the definition of a materialized view, the Snowflake optimizer may decide not to rewrite the query to use it. The optimizer evaluates factors such as freshness, cost, and efficiency before choosing whether or not to substitute the materialized view.

NEW QUESTION # 53
An Administrator loads data into a staging table every day. Once loaded, users from several different departments perform transformations on the data and load it into different production tables.
How should the staging table be created and used to MINIMIZE storage costs and MAXIMIZE performance?

A. Create it as a temporary table with a retention time of 0 days.
B. Create it as a transient table with a retention time of 0 days.
C. Create it as a permanent table with a retention time of 0 days.
D. Create it as an external table, which will not incur Time Travel costs.

Answer: B

Explanation:
A transient table is best suited for staging because it avoids long-term storage costs by not maintaining Fail-safe and can have Time Travel retention set to 0 days. This minimizes storage costs while still providing performance comparable to permanent tables, making it the optimal choice for daily staging data.

NEW QUESTION # 54
What role or roles should be used to properly create the object required to setup OAuth 2.0 integration?

A. ACCOUNTADMIN only
B. ACCOUNTADMIN and SECURITYADMIN
C. ACCOUNTADMIN and SYSADMIN
D. Any role with GRANT USAGE on SECURITY INTEGRATION

Answer: B

Explanation:
Creating an OAuth 2.0 security integration requires elevated security privileges. Snowflake requires either the ACCOUNTADMIN role or the SECURITYADMIN role to properly create and manage the security integration object.

NEW QUESTION # 55
......

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