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Snowflake ADA-C02 Exam Syllabus Topics:

Section	Objectives
Topic 1: Account and Resource Administration	- Account configuration and management 1. Users, roles, and permissions 2. Resource monitors and governance basics
Topic 2: Snowflake Architecture and Virtual Warehouses	- Snowflake architecture concepts 1. Virtual warehouse usage and scaling 2. Separation of storage and compute
Topic 3: Data Protection and Recovery	- Backup and recovery mechanisms 1. Time Travel and Fail-safe concepts 2. Cloning and data recovery strategies
Topic 4: Performance and Monitoring	- Performance tuning and optimization 1. Query performance analysis 2. Warehouse sizing and scaling strategies
Topic 5: Security and Access Control	- Authentication and authorization 1. Network policies and secure access 2. Role-based access control (RBAC)
Topic 6: Data Loading and Unloading	- Bulk and continuous data ingestion 1. COPY INTO operations 2. Stages and file formats

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q44-Q49):

NEW QUESTION # 44
In which scenario will use of an external table simplify a data pipeline?

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

Answer: A

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 # 45
A Snowflake Administrator has a multi-cluster virtual warehouse and is using the Snowflake Business-Critical edition. The minimum number of clusters is set to 2 and the maximum number of clusters is set to 10. This configuration works well for the standard workload, rarely exceeding 5 running clusters. However, once a month the Administrator notes that there are a few complex long-running queries that are causing increased queue time and the warehouse reaches its maximum limit at 10 clusters.
Which solutions will address the issues happening once a month? (Choose two.)

A. Increase the minimum number of clusters started in the multi-cluster configuration to 5.
B. Use a task to increase the cluster size for the time period that the more complex queries are running and another task to reduce the size of the cluster once the complex queries complete.
C. Increase the multi-cluster maximum to 20 or more clusters.
D. Have the group running the complex monthly queries use a separate appropriately-sized warehouse to support their workload.
E. Examine the complex queries and determine if they can be made more efficient using clustering keys or materialized views.

Answer: D,E

Explanation:
The best way to handle the once-a-month complex workload is to use a separate, appropriately-sized warehouse dedicated to that workload and to optimize the complex queries with techniques like clustering keys or materialized views. These approaches resolve queueing and performance issues without overspending on always running more clusters.

NEW QUESTION # 46
When adding secure views to a share in Snowflake, which function is needed to authorize users from another account to access rows in a base table?

A. CURRENT ROLE
B. CURRENT USER
C. CURRENT ACCOUNT
D. CURRENT CLIENT

Answer: C

Explanation:
When building secure views for data sharing, the CURRENT_ACCOUNT function is used to identify and authorize the consuming account. This ensures that row-level security can be enforced per consumer account accessing the shared data.

NEW QUESTION # 47
What role or roles should be used to properly create the object required to setup OAuth 2.0 integration?

A. ACCOUNTADMIN and SYSADMIN
B. Any role with GRANT USAGE on SECURITY INTEGRATION
C. ACCOUNTADMIN only
D. ACCOUNTADMIN and SECURITYADMIN

Answer: D

Explanation:
Creating an OAuth 2.0 security integration requires elevated security privileges. Snowflake requires either the ACCOUNTADMIN role or the SECURITYADMIN role to properly create and manage the security integration object.

NEW QUESTION # 48
What are the requirements when creating a new account within an organization in Snowflake? (Choose two.)

A. The account name must be unique within the organization.
B. The account name must be specified when the account is created.
C. The account requires at least one ORGADMIN role within one of the organization's accounts.
D. The account name must be unique among all Snowflake customers.
E. The account name is immutable and cannot be changed.

Answer: A,B

Explanation:
When creating a new account within a Snowflake organization, the account name must be specified at creation and it must be unique within the organization. It does not need to be unique across all Snowflake customers, only within that specific organization.

NEW QUESTION # 49
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