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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. Schema design and object lifecycle 3. Data retention and time travel
Topic 2: Business Continuity and Disaster Recovery	15%	- Data protection and replication 1. Database cloning and backup strategies 2. Time travel and fail-safe configuration 3. Cross-region and cross-cloud replication - Disaster recovery planning 1. Recovery time and point objectives 2. Failover and failback procedures
Topic 3: 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. Error logging and troubleshooting techniques 2. Account and warehouse usage metrics 3. Workload isolation and concurrency control
Topic 4: Account and Security Administration	30%	- Account configuration and management 1. Organization and account structures 2. Edition and feature configuration 3. Cost management and billing - Access control and security 1. User and privilege management 2. Authentication and network policies 3. Role-based access control (RBAC) design 4. Data security and masking policies
Topic 5: 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 (Q17-Q22):

NEW QUESTION # 17
What roles or security privileges will allow a consumer account to request and get data from the Data Exchange? (Choose two.)

A. SECURITYADMIN
B. ACCOUNTADMIN
C. IMPORT SHARE and CREATE DATABASE
D. IMPORT PRIVILEGES and SHARED DATABASE
E. SYSADMIN

Answer: B,C

Explanation:
ACCOUNTADMIN role is required to access and manage Data Exchange listings and shares.
The IMPORT SHARE and CREATE DATABASE privileges are required to create databases from shared data.

NEW QUESTION # 18
MY_TABLE is a table that has not been updated or modified for several days. On 01 January 2021 at 07:01, a user executed a query to update this table. The query ID is '8e5d0ca9-005e-44e6-b858-a8f5b37c5726'. It is now 07:30 on the same day.
Which queries will allow the user to view the historical data that was in the table before this query was executed? (Choose three.)

A. SELECT * FROM my_table PRIOR TO STATEMENT '8e5d0ca9-005e-44e6-b858-a8f5b37c5726';
B. SELECT * FROM TIME_TRAVEL('MY_TABLE', 2021-01-01 07:00:00);
C. SELECT * FROM my_table BEFORE(STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
D. SELECT * FROM my_table AT(TIMESTAMP => '2021-01-01 07:00:00'::timestamp);
E. SELECT * FROM my_table AT(OFFSET => -60*30);
F. SELECT * FROM my_table WITH TIME TRAVEL(OFFSET => -60*30);

Answer: C,D,E

Explanation:
Use Time Travel to view past table versions: (B) selects the table "as of" 07:00 via AT(TIMESTAMP => ...); (E) selects "as of" 30 minutes earlier via AT(OFFSET => -60*30); (F) selects the state before the specified statement via BEFORE(STATEMENT => '<query_id>').

NEW QUESTION # 19
Which actions are considered breaking changes to data that is shared with consumers in the Snowflake Marketplace? (Choose two.)

A. Renaming a table
B. Deleting data from a table
C. Adding region availability to the listing
D. Unpublishing the data listing
E. Dropping a column from a table

Answer: A,E

Explanation:
Dropping a column from a table or renaming a table breaks the shared schema and can cause dependent queries to fail for consumers. These are considered breaking changes to shared data in the Snowflake Marketplace.

NEW QUESTION # 20
Which type of listing in the Snowflake Marketplace can be added and queried immediately?

A. Personalized listing
B. Regional listing
C. Monetized listing
D. Standard listing

Answer: D

Explanation:
A standard listing in the Snowflake Marketplace can be immediately added to an account and queried without requiring provider approval or additional setup.

NEW QUESTION # 21
Which Snowflake objects can be managed using SCIM integration? (Choose two.)

A. Users
B. Roles
C. Warehouses
D. Stages
E. Shares

Answer: A,B

Explanation:
SCIM integration in Snowflake is used to manage users and roles for automated provisioning and de-provisioning from external identity providers.

NEW QUESTION # 22
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