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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Resource Management and Optimization	25%	- Virtual warehouse administration 1. Workload management and resource monitoring 2. Warehouse sizing, scaling and suspension 3. Cost optimization strategies - Database and object management 1. Schema design and object lifecycle 2. Storage management and clustering 3. Data retention and time travel
Business Continuity and Disaster Recovery	15%	- Disaster recovery planning 1. Recovery time and point objectives 2. Failover and failback procedures - Data protection and replication 1. Database cloning and backup strategies 2. Time travel and fail-safe configuration 3. Cross-region and cross-cloud replication
Performance Monitoring and Tuning	20%	- Query performance analysis 1. Materialized views and search optimization 2. Query profiling and execution plans 3. Indexing and clustering keys optimization - System monitoring and troubleshooting 1. Account and warehouse usage metrics 2. Error logging and troubleshooting techniques 3. Workload isolation and concurrency control
Account and Security Administration	30%	- Access control and security 1. Authentication and network policies 2. Role-based access control (RBAC) design 3. Data security and masking policies 4. User and privilege management - Account configuration and management 1. Organization and account structures 2. Edition and feature configuration 3. Cost management and billing
Data Sharing and Marketplace	10%	- Snowflake Marketplace 1. Listing and consuming data products 2. Marketplace administration and governance - Secure data sharing 1. Secure views and data consumption 2. Shares, readers and data providers

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q30-Q35):

NEW QUESTION # 30
A Snowflake Administrator needs to set up Time Travel for a presentation area that includes facts and dimensions tables, and receives a lot of meaningless and erroneous IoT data. Time Travel is being used as a component of the company's data quality process in which the ingestion pipeline should revert to a known quality data state if any anomalies are detected in the latest load. Data from the past 30 days may have to be retrieved because of latencies in the data acquisition process.
According to best practices, how should these requirements be met? (Choose two.)

A. The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
B. The fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data.
C. Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.
D. Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
E. The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.

Answer: B,E

Explanation:
To ensure consistent recovery, fact and dimension tables must have the same DATA_RETENTION_TIME_IN_DAYS, so they can be restored to the same point in time.
Cloning the fact and dimension tables together with consistent Time Travel options ensures data integrity and avoids referential mismatches when reverting to a prior state.

NEW QUESTION # 31
When does auto-suspend occur for a multi-cluster virtual warehouse?

A. When there has been no activity on any cluster for the specified period of time.
B. After a specified period of time when an additional cluster has started on the maximum number of clusters specified for a warehouse.
C. Auto-suspend does not apply for multi-cluster warehouses.
D. When the minimum number of clusters is running and there is no activity for the specified period of time.

Answer: D

Explanation:
For a multi-cluster virtual warehouse, auto-suspend only triggers when the minimum number of clusters is running and there has been no activity for the specified period. Additional clusters above the minimum scale back down automatically, but suspension of the entire warehouse occurs only when the base minimum is idle.

NEW QUESTION # 32
Which commands can be performed by a user with the ORGADMIN role but not the ACCOUNTADMIN role? (Choose two.)

A. GRANT ROLE ORGADMIN TO USER <username>;
B. SHOW REGIONS;
C. SHOW ORGANIZATION ACCOUNTS;
D. SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('ACCOUNT_LOCATOR','ENABLE_ACCOUNT_DATABASE_REPLICATION','true');
E. SHOW USERS;

Answer: B,C

Explanation:
Only the ORGADMIN role can run SHOW REGIONS and SHOW ORGANIZATION ACCOUNTS, which provide organization-wide information. These commands are not available to the ACCOUNTADMIN role.

NEW QUESTION # 33
A virtual warehouse report_wh is configured with AUTO_RESUME=TRUE and AUTO_SUSPEND=300. A user has been granted the role accountant.
An application with the accountant role should use this warehouse to run financial reports, and should keep track of compute credits used by the warehouse.
What minimal privileges on the warehouse should be granted to the role to meet the requirements for the application? (Choose two.)

A. OWNERSHIP
B. OPERATE
C. MODIFY
D. MONITOR
E. USAGE

Answer: D,E

Explanation:
USAGE privilege is required to run queries on the warehouse.
MONITOR privilege allows tracking and viewing compute credit usage for the warehouse.

NEW QUESTION # 34
What are characteristics of Dynamic Data Masking? (Choose two.)

A. A single masking policy can be applied to columns with different data types.
B. A single masking policy can be applied to columns in different tables.
C. A masking policy can be applied to the VALUE column of an external table.
D. The role that creates the masking policy will always see unmasked data in query results.
E. A masking policy that is currently set on a table can be dropped.

Answer: B,E

Explanation:
A masking policy applied to a table or column can be dropped or replaced as needed.
The same masking policy can be reused and applied to columns in different tables.

NEW QUESTION # 35
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