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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Resource Management and Optimization	25%	- Virtual warehouse administration 1. Workload management and resource monitoring 2. Cost optimization strategies 3. Warehouse sizing, scaling and suspension - Database and object management 1. Storage management and clustering 2. Data retention and time travel 3. Schema design and object lifecycle
Topic 2: Account and Security Administration	30%	- Account configuration and management 1. Cost management and billing 2. Organization and account structures 3. Edition and feature configuration - Access control and security 1. Data security and masking policies 2. User and privilege management 3. Role-based access control (RBAC) design 4. Authentication and network policies
Topic 3: Data Sharing and Marketplace	10%	- Snowflake Marketplace 1. Marketplace administration and governance 2. Listing and consuming data products - Secure data sharing 1. Secure views and data consumption 2. Shares, readers and data providers
Topic 4: Performance Monitoring and Tuning	20%	- System monitoring and troubleshooting 1. Account and warehouse usage metrics 2. Workload isolation and concurrency control 3. Error logging and troubleshooting techniques - Query performance analysis 1. Indexing and clustering keys optimization 2. Materialized views and search optimization 3. Query profiling and execution plans
Topic 5: Business Continuity and Disaster Recovery	15%	- Disaster recovery planning 1. Failover and failback procedures 2. Recovery time and point objectives - Data protection and replication 1. Cross-region and cross-cloud replication 2. Database cloning and backup strategies 3. Time travel and fail-safe configuration

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q37-Q42):

NEW QUESTION # 37
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 continuously writing data from a Snowflake table to external storage
C. When accessing a Snowflake table from an external database within the same region
D. When accessing a Snowflake table that references data files located in cloud storage

Answer: D

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 # 38
What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)

A. Resource monitors add no additional load to virtual warehouse compute.
B. Multiple resource monitors can be applied to a single virtual warehouse.
C. The cost of running a resource monitor is only 10% of a credit, per day of operation.
D. Resource monitors can be applied to more than one virtual warehouse.
E. Multiple triggers can be configured across various virtual warehouse thresholds.
F. Resource monitor governance is tightly controlled and monitors can only be created by the ACCOUNTADMIN role or users with the CREATE MONITOR privilege.

Answer: B,D,E

Explanation:
Multiple resource monitors can be assigned to a single virtual warehouse for granular credit control.
Resource monitors support multiple triggers at different usage thresholds.
A single resource monitor can govern multiple virtual warehouses.

NEW QUESTION # 39
Which function is the role SECURITYADMIN responsible for that is not granted to role USERADMIN?

A. Reset a Snowflake user's password
B. Create new roles
C. Manage system grants
D. Create new users

Answer: C

Explanation:
The SECURITYADMIN role is responsible for managing system grants, such as granting or revoking privileges on roles, which is not permitted for the USERADMIN role.

NEW QUESTION # 40
What is a characteristic of Snowflake's transaction locking and concurrency modeling?

A. If two queries are concurrently executed against the same table, one of the two queries will be blocked until the other query completes.
B. Transaction locking in Snowflake is enforced exclusively at the row and table levels.
C. A deadlock cannot occur in Snowflake, since concurrently executed queries and DML statements do not block one another.
D. Queries executed within a given transaction see that transaction's uncommitted changes.

Answer: C

Explanation:
Snowflake uses multi-version concurrency control (MVCC), which allows queries and DML statements to operate without blocking each other. This architecture eliminates the possibility of deadlocks because transactions work on snapshots of data rather than locking rows or tables in ways that could cause contention.

NEW QUESTION # 41
For Snowflake network policies, what will occur when the account level and user level network policies are both defined?

A. A network policy error will be generated with no definitions provided.
B. The user_level policy will override the account_level policy.
C. The account_level policy will override the user_level policy.
D. The user_level network policies will not be supported.

Answer: B

Explanation:
When both account-level and user-level network policies are defined in Snowflake, the user-level policy overrides the account-level policy for that specific user.

NEW QUESTION # 42
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