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Snowflake ADA-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q34-Q39):

NEW QUESTION # 34
What access control policy will be put into place when future grants are assigned to both database and schema objects?

A. An access policy combining both the database object and the schema object will be used, with the most permissive policy taking precedence.
B. An access policy combining both the database object and the schema object will be used, with the most restrictive policy taking precedence.
C. Database, privileges will take precedence over schema privileges.
D. Schema privileges will take precedence over database privileges.

Answer: D

Explanation:
When future grants are set at both the database and schema levels, schema-level future grants take precedence over database-level grants for objects created within that schema.

NEW QUESTION # 35
A Snowflake account is configured with SCIM provisioning for user accounts and has bi-directional synchronization for user identities. An Administrator with access to SECURITYADMIN uses the Snowflake UI to create a user by issuing the following commands:
use role USERADMIN;
create or replace role DEVELOPER_ROLE;
create user PTORRES PASSWORD = 'hello world!' MUST_CHANGE_PASSWORD = FALSE
default_role = DEVELOPER_ROLE;
The new user named PTORRES successfully logs in, but sees a default role of PUBLIC in the web UI. When attempted, the following command fails:
use DEVELOPER_ROLE;
Why does this command fail?

A. USERADMIN needs to explicitly grant the DEVELOPER_ROLE to the new USER.
B. The new role will only take effect once the identity provider has synchronized by way of SCIM with the Snowflake account.
C. The DEVELOPER_ROLE needs to be granted to SYSADMIN before user PTORRES will be able to use the role.
D. The new role can only take effect after USERADMIN has logged out.

Answer: A

Explanation:
Creating a user in Snowflake does not automatically grant them roles beyond PUBLIC. To use DEVELOPER_ROLE, the USERADMIN (or another role with MANAGE GRANTS privilege) must explicitly grant DEVELOPER_ROLE to PTORRES. Without this grant, the user cannot assume the role.

NEW QUESTION # 36
An organization's sales team leverages this Snowflake query a few times a day:
SELECT CUSTOMER_ID, CUSTOMER_NAME, ADDRESS, PHONE_NO
FROM CUSTOMERS
WHERE LAST_UPDATED BETWEEN TO_DATE(CURRENT_TIMESTAMP) AND (TO_DATE(CURRENT_TIMESTAMP)-7);
What can the Snowflake Administrator do to optimize the use of persisted query results whenever possible?

A. Assign everyone on the sales team to the same security role.
B. Assign everyone on the sales team to the same virtual warehouse.
C. Leverage the CURRENT_DATE function for date calculations.
D. Wrap the query in a User-Defined Function (UDF) to match syntax execution.

Answer: C

Explanation:
Query result caching in Snowflake requires queries to be textually identical. Using CURRENT_TIMESTAMP causes queries to differ on each execution. By switching to CURRENT_DATE, the query becomes stable within a day, allowing Snowflake to reuse persisted results and improve performance.

NEW QUESTION # 37
An Administrator needs to configure a virtual warehouse in Snowflake for a new use case with these details:
1. There will be 50-100 concurrent users running reports
2. Minimize costs based on the number of active users at a given time
3. The virtual warehouse should suspend and resume automatically based on user activity
Which configuration will meet these requirements?

A. create or replace warehouse reporting_wh
warehouse_size = medium
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = true;
B. create or replace warehouse reporting_wh
warehouse_size = xxxlarge
auto_suspend = 60
auto_resume = true;
C. create or replace warehouse reporting_wh
warehouse_size = medium
auto_suspend = 600
auto_resume = true;
D. create or replace warehouse reporting_wh
warehouse_size = xxxlarge
max_cluster_count = 10
scaling_policy = standard
auto_suspend = 600
auto_resume = false;

Answer: A

Explanation:
Supporting 50-100 concurrent users requires a multi-cluster warehouse so compute resources can scale to handle high concurrency. Setting a maximum cluster count allows Snowflake to automatically add clusters when query demand increases and reduce them when demand drops, which helps minimize cost based on active users. Enabling auto_suspend and auto_resume ensures the warehouse automatically stops when idle and restarts when queries arrive, further optimizing cost and operational efficiency.

NEW QUESTION # 38
What SCIM integration types are supported in Snowflake? (Choose three.)

A. Amazon Web Services (AWS)
B. Google Cloud Platform (GCP)
C. Azure Active Directory (Azure AD)
D. Duo Security Provisioning Connector
E. Custom
F. Okta

Answer: C,E,F

Explanation:
Snowflake supports SCIM integrations with Okta, Azure Active Directory (Azure AD), and custom SCIM integrations. These allow automated provisioning and de-provisioning of users and roles. SCIM is not provided directly through AWS, GCP, or Duo.

NEW QUESTION # 39
......

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