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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q51-Q56):

NEW QUESTION # 51
A user has enrolled in Multi-factor Authentication (MFA) for connecting to Snowflake. The user informs the Snowflake Administrator that they lost their mobile phone the previous evening.
Which step should the Administrator take to allow the user to log in to the system, without revoking their MFA enrollment?

A. Alter the user and set MINS_TO_BYPASS_MFA to a value that will disable MFA long enough for the user to log in.
B. Instruct the user to append the normal URL with /?mode=mfa_bypass&code= to log on.
C. Instruct the user to connect to Snowflake using SnowSQL, which does not support MFA authentication.
D. Alter the user and set DISABLE_MFA to true, which will suspend the MFA requirement for 24 hours.

Answer: A

Explanation:
The correct step is to use ALTER USER ... SET MINS_TO_BYPASS_MFA = <minutes> which temporarily suspends MFA for the specified duration, allowing the user to log in and reconfigure their MFA without revoking enrollment. This preserves MFA setup and is the supported method in Snowflake.

NEW QUESTION # 52
What is the default data retention period for transient databases, schemas, and tables for Snowflake Enterprise edition and higher?

A. 30 days
B. 1 day
C. 14 days
D. 90 days

Answer: B

Explanation:
Transient databases, schemas, and tables are designed for temporary or non-critical data and therefore have a default Time Travel retention period of one day. Even in Enterprise Edition and higher, the default retention for transient objects remains one day, although permanent objects can have longer retention periods configured.

NEW QUESTION # 53
In which scenario will use of an external table simplify a data pipeline?

A. When accessing a Snowflake table from an external database within the same region
B. When continuously writing data from a Snowflake table to external storage
C. When accessing a Snowflake table that references data files located in cloud storage
D. When accessing a Snowflake table from a relational database

Answer: C

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 # 54
What are characteristics of Dynamic Data Masking? (Choose two.)

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

Answer: A,C

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 # 55
A company has many users in the role ANALYST who routinely query Snowflake through a reporting tool. The Administrator has noticed that the ANALYST users keep two small clusters busy all of the time, and occasionally they need three or four clusters of that size.
Based on this scenario, how should the Administrator set up a virtual warehouse to MOST efficiently support this group of users?

A. Create a multi-cluster warehouse with MIN_CLUSTERS set to 1. Give MANAGE privileges to the ANALYST role so this group can start and stop the warehouse, and increase the number of clusters as needed.
B. Create a standard X-Large warehouse, which is equivalent to four small clusters. Set the warehouse to auto-resume and auto-suspend, and give USAGE privileges to the ANALYST role.
C. Create four virtual warehouses (sized Small through XL) and set them to auto-suspend and auto-resume. Have users in the ANALYST role select the appropriate warehouse based on how many queries are being run.
D. Create a multi-cluster warehouse with MIN_CLUSTERS set to 2. Set the warehouse to auto-resume and auto-suspend, and give USAGE privileges to the ANALYST role. Allow the warehouse to auto-scale.

Answer: D

Explanation:
A multi-cluster warehouse with MIN_CLUSTERS = 2 matches typical usage, while auto-suspend and auto-resume ensure resources are only used when needed. Allowing auto-scaling handles peak periods efficiently, and giving USAGE (not MANAGE) to ANALYST users is secure and appropriate.

NEW QUESTION # 56
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