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Snowflake ADA-C02 Exam Syllabus Topics:

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

Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions:

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

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

2. 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 fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data.
B) The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.
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 DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).

3. When adding secure views to a share in Snowflake, which function is needed to authorize users from another account to access rows in a base table?

A) CURRENT USER
B) CURRENT ACCOUNT
C) CURRENT ROLE
D) CURRENT CLIENT

4. A Snowflake Administrator needs to persist all virtual warehouse configurations for auditing and backups. Given a table already exists with the following schema:
Table Name: VWH_META
Column 1: SNAPSHOT_TIME TIMESTAMP_NTZ
Column 2: CONFIG VARIANT
Which commands should be executed to persist the warehouse data at the time of execution in JSON format in the table VWH_META?

A) SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(), *
FROM TABLE(RESULT_SCAN(SELECT LAST_QUERY_ID(-1)));
B) SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(),
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID(1)));
C) SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(), *
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));
D) SHOW WAREHOUSES;
INSERT INTO VWH_META
SELECT CURRENT_TIMESTAMP(),
OBJECT_CONSTRUCT(*)
FROM TABLE(RESULT_SCAN(LAST_QUERY_ID()));