Snowflake ADA-C02 Valid Exam Guide - Latest ADA-C02 Study Notes

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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Weight	Objectives
Account and Security Administration	30%	- Account configuration and management 1. Cost management and billing 2. Edition and feature configuration 3. Organization and account structures - Access control and security 1. User and privilege management 2. Role-based access control (RBAC) design 3. Data security and masking policies 4. Authentication and network policies
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. Workload isolation and concurrency control 3. Account and warehouse usage metrics
Business Continuity and Disaster Recovery	15%	- Disaster recovery planning 1. Failover and failback procedures 2. Recovery time and point objectives - Data protection and replication 1. Database cloning and backup strategies 2. Cross-region and cross-cloud replication 3. Time travel and fail-safe configuration
Resource Management and Optimization	25%	- Database and object management 1. Data retention and time travel 2. Storage management and clustering 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
Data Sharing and Marketplace	10%	- Secure data sharing 1. Secure views and data consumption 2. Shares, readers and data providers - Snowflake Marketplace 1. Listing and consuming data products 2. Marketplace administration and governance

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q18-Q23):

NEW QUESTION # 18
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. Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.
B. The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.
C. The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).
D. 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.
E. Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.

Answer: B,D

Explanation:
To ensure consistent recovery, fact and dimension tables must have the same DATA_RETENTION_TIME_IN_DAYS, so they can be restored to the same point in time.
Cloning the fact and dimension tables together with consistent Time Travel options ensures data integrity and avoids referential mismatches when reverting to a prior state.

NEW QUESTION # 19
What are benefits of using Snowflake organizations? (Choose two.)

A. Administrators have the ability to create accounts in any available cloud provider or region.
B. Administrators can change Snowflake account editions on-demand based on need.
C. Administrators can monitor and understand usage across all accounts in the organization.
D. Administrators can simplify data movement across all accounts within the organization.
E. User administration is simplified across all accounts within the organization.

Answer: A,C

Explanation:
Snowflake organizations provide centralized usage monitoring across all accounts in the organization and give administrators the ability to create accounts in any supported cloud provider or region. These are the key benefits of using organizations in Snowflake.

NEW QUESTION # 20
In which scenario will use of an external table simplify a data pipeline?

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

Answer: D

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 # 21
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. Resource monitors add no additional load to virtual warehouse compute.
C. Resource monitor governance is tightly controlled and monitors can only be created by the ACCOUNTADMIN role or users with the CREATE MONITOR privilege.
D. Resource monitors can be applied to more than one virtual warehouse.
E. The cost of running a resource monitor is only 10% of a credit, per day of operation.
F. Multiple resource monitors can be applied to a single virtual warehouse.

Answer: A,D,F

Explanation:
Multiple resource monitors can be assigned to a single virtual warehouse for granular credit control.
Resource monitors support multiple triggers at different usage thresholds.
A single resource monitor can govern multiple virtual warehouses.

NEW QUESTION # 22
DatabaseA has a single schema called Schema1. This schema contains many tables and views. The ANALYST role has privileges to select from all objects in DatabaseA.Schema1. The SYSADMIN role clones DatabaseA to DatabaseA_clone.
What privileges does the ANALYST role have on tables and views in DatabaseA_clone? (Choose two.)

A. USAGE on the schema DatabaseA_clone
B. USAGE on the database DatabaseA_clone.Schema1
C. SELECT on all tables, and only secure views in DatabaseA_clone.Schema1
D. SELECT on all tables and views in DatabaseA_clone.Schema1
E. SELECT on all tables, and only non-secure views in DatabaseA_clone.Schema1

Answer: A,D

Explanation:
When a database is cloned, the privileges granted on objects within the source database are preserved in the cloned database. Roles that had privileges on objects such as tables and views continue to have those privileges on the corresponding cloned objects. Therefore, the ANALYST role retains SELECT privileges on all tables and views within the cloned schema.
In addition, the cloned database and schema inherit the same access control configuration, allowing the role to use the schema within the cloned database.

NEW QUESTION # 23
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