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Snowflake ADA-C02 Exam Syllabus Topics:

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

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

NEW QUESTION # 34
An Administrator loads data into a staging table every day. Once loaded, users from several different departments perform transformations on the data and load it into different production tables.
How should the staging table be created and used to MINIMIZE storage costs and MAXIMIZE performance?

A. Create it as an external table, which will not incur Time Travel costs.
B. Create it as a transient table with a retention time of 0 days.
C. Create it as a permanent table with a retention time of 0 days.
D. Create it as a temporary table with a retention time of 0 days.

Answer: B

Explanation:
A transient table is best suited for staging because it avoids long-term storage costs by not maintaining Fail-safe and can have Time Travel retention set to 0 days. This minimizes storage costs while still providing performance comparable to permanent tables, making it the optimal choice for daily staging data.

NEW QUESTION # 35
Which actions are considered breaking changes to data that is shared with consumers in the Snowflake Marketplace? (Choose two.)

A. Renaming a table
B. Adding region availability to the listing
C. Deleting data from a table
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 # 36
What are characteristics of Dynamic Data Masking? (Choose two.)

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

Answer: A,B

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 # 37
Which statement allows a Snowflake Administrator to retrieve the network policy applied to their Snowflake account?

A. SHOW NETWORK POLICIES IN ACCOUNT;
B. DESC NETWORK POLICY <policy_name>;
C. SHOW NETWORK POLICIES;
D. SHOW PARAMETERS LIKE ‘NETWORK POLICY’ IN ACCOUNT;

Answer: D

Explanation:
The network policy applied at the account level is stored as an account parameter. Using a SHOW PARAMETERS command with the filter for NETWORK POLICY at the account scope returns the currently configured value, which identifies the network policy associated with the account.

NEW QUESTION # 38
A Snowflake organization MYORG consists of two Snowflake accounts:
Account Name Snowflake Region Snowflake Edition
ACCOUNT1 AWS_EU_WEST_2 ENTERPRISE
ACCOUNT2 AZURE_WESTEUROPE STANDARD
The ACCOUNT1 has a database PROD_DB and the ORGADMIN role enabled.
Management wants to have the PROD_DB database replicated to ACCOUNT2.
Are there any necessary configuration steps in ACCOUNT1 before the database replication can be configured and initiated in ACCOUNT2?

A. USE ROLE ORGADMIN;
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT1','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2 IGNORE EDITION CHECK;
B. USE ROLE ORGADMIN;
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT1','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
SELECT SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER('MYORG.ACCOUNT2','ENABLE_ACCOUNT_DATABASE_REPLICATION','TRUE');
USE ROLE ACCOUNTADMIN;
ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2;
C. No configuration steps are necessary in ACCOUNT1. Replicating databases across accounts within the same Snowflake organization is enabled by default.
D. It is not possible to replicate a database from an Enterprise edition Snowflake account to a Standard edition Snowflake account.

Answer: A

Explanation:
Replication between accounts requires both accounts to have replication enabled. Since ACCOUNT1 (Enterprise) replicates to ACCOUNT2 (Standard), the edition mismatch must be explicitly overridden. The correct configuration in ACCOUNT1 is to enable account-level database replication using SYSTEM$GLOBAL_ACCOUNT_SET_PARAMETER and then issue ALTER DATABASE PROD_DB ENABLE REPLICATION TO ACCOUNTS MYORG.ACCOUNT2 IGNORE EDITION CHECK;. The IGNORE EDITION CHECK clause is mandatory because Snowflake editions differ between the two accounts.

NEW QUESTION # 39
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