ADA-C02 Sample Questions Pdf, ADA-C02 Latest Exam Book

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Snowflake ADA-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions (Q26-Q31):

NEW QUESTION # 26
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 a transient table with a retention time of 0 days.
B. Create it as an external table, which will not incur Time Travel costs.
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: A

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 # 27
What is a characteristic of Snowflake's transaction locking and concurrency modeling?

A. If two queries are concurrently executed against the same table, one of the two queries will be blocked until the other query completes.
B. Queries executed within a given transaction see that transaction's uncommitted changes.
C. Transaction locking in Snowflake is enforced exclusively at the row and table levels.
D. A deadlock cannot occur in Snowflake, since concurrently executed queries and DML statements do not block one another.

Answer: D

Explanation:
Snowflake uses multi-version concurrency control (MVCC), which allows queries and DML statements to operate without blocking each other. This architecture eliminates the possibility of deadlocks because transactions work on snapshots of data rather than locking rows or tables in ways that could cause contention.

NEW QUESTION # 28
Which type of listing in the Snowflake Marketplace can be added and queried immediately?

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

Answer: C

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 # 29
An Administrator receives data from a Snowflake partner. The partner is sharing a dataset that contains multiple secure views. The Administrator would like to configure the data so that only certain roles can see certain secure views.
How can this be accomplished?

A. Individually grant imported privileges onto the schema in the share.
B. Apply RBAC directly onto the partner's shared secure views.
C. Create views over the incoming shared database and apply the desired RBAC onto these views.
D. Clone the data and insert it into a company-owned share and apply the desired RBAC on the new tables.

Answer: C

Explanation:
Permissions cannot be applied directly to objects in a shared database. To enforce role-based access, the Administrator must create views over the shared secure views in a local database and then apply RBAC privileges to those new views. This allows controlling which roles can see which data.

NEW QUESTION # 30
What are characteristics of Dynamic Data Masking? (Choose two.)

A. A single masking policy can be applied to columns with different data types.
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 in different tables.
E. A masking policy can be applied to the VALUE column of an external table.

Answer: B,D

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 # 31
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