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Snowflake SnowPro-Core Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Snowflake AI Data Cloud Architecture & Features25%- Structured, semi-structured, and unstructured data support
- Micro-partitions, clustering, and caching
- Snowflake editions and cloud platform support
- Three-layer architecture (Storage, Compute, Cloud Services)
- Virtual warehouses and scaling
Topic 2: Data Protection and Sharing10%- Data retention and recovery
- Snowflake Marketplace
- Reader accounts and data clean rooms
- Secure data sharing
Topic 3: Data Loading and Unloading10%- Data unloading and export
- File formats and stages
- Continuous loading (Snowpipe)
- Bulk loading methods
Topic 4: Performance Concepts15%- Cost management and monitoring
- Warehouse sizing and concurrency
- Search optimization service
- Query optimization and profiling
Topic 5: Account Access and Security20%- Authentication and network policies
- Privileges, grants, and ownership
- Account management and monitoring
- Encryption and data protection
- Role-Based Access Control (RBAC)
Topic 6: Data Transformations20%- SQL and DDL/DML operations
- Cloning, Time Travel, and Fail-safe
- Working with semi-structured data
- Dynamic tables and data pipelines

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Snowflake SnowPro Core Certification Exam Sample Questions (Q274-Q279):

NEW QUESTION # 274
What is the purpose of the STRIP NULL_VALUES file format option when loading semi-structured data files into Snowflake?

Answer: B

Explanation:
The STRIP NULL_VALUES file format option, when set to TRUE, removes object or array elements that contain null values during the loading process of semi-structured data files into Snowflake. This ensures that the data loaded into Snowflake tables does not contain these null elements, which can be useful when the
"null" values in files indicate missing values and have no other special meaning2.
References: [COF-C02] SnowPro Core Certification Exam Study Guide


NEW QUESTION # 275
Which Snowflake table type persists until it is explicitly dropped. is available for all users with relevant privileges (across sessions). and has no Fail-safe period?

Answer: D

Explanation:
The type of Snowflake table that persists until it is explicitly dropped, is available for all users with relevant privileges across sessions, and does not have a Fail-safe period, is a Transient table. Transient tables are designed to provide temporary storage similar to permanent tables but with some reduced storage costs and without the Fail-safe feature, which provides additional data protection for a period beyond the retention time.
Transient tables are useful in scenarios where data needs to be temporarily stored for longer than a session but does not require the robust durability guarantees of permanent tables.


NEW QUESTION # 276
Which of the following statements describes a benefit of Snowflake's separation of compute and storage?
(Choose all that apply.)

Answer: A

Explanation:
Reference:
separate-storage-and-compute-65d2dffd450f


NEW QUESTION # 277
In the Data Exchange, who can get or request data from the listings? (Select TWO).

Answer: A,E

Explanation:
In the Snowflake Data Exchange, the ability to get or request data from listings is generally controlled by specific roles and privileges:
* A. Users with ACCOUNTADMIN role: This role typically has the highest level of access within a Snowflake account, including the ability to manage and access all features and functions. Users with this role can access data listings within the Data Exchange.
* D. Users with import share privilege: This specific privilege is necessary for users who need to import shared data from the Data Exchange. This privilege allows them to request and access data listings explicitly shared with them.


NEW QUESTION # 278
The following settings are configured:

For how many days will the data be retained at the object level?

Answer: B

Explanation:
The settings shown in the image indicate that the data retention time in days is configured at two different levels: the account level and the object level. At the account level, the MIN_DATA_RETENTION_TIME_IN_DAYS is set to 5 days, and at the object level, the DATA_RETENTION_TIME_IN_DAYS is set to 2 days. Since the object level setting has a lower value, it takes precedence over the account level setting for the specific object. Therefore, the data will be retained for 2 days at the object level.References: Snowflake Documentation on Data Retention Policies


NEW QUESTION # 279
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