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Snowflake SnowPro-Core Exam Syllabus Topics:

Section	Weight	Objectives
Data Loading and Unloading	10%	- Continuous loading (Snowpipe) - Bulk loading methods - Data unloading and export - File formats and stages
Performance Concepts	15%	- Search optimization service - Warehouse sizing and concurrency - Cost management and monitoring - Query optimization and profiling
Data Transformations	20%	- Working with semi-structured data - Cloning, Time Travel, and Fail-safe - Dynamic tables and data pipelines - SQL and DDL/DML operations
Data Protection and Sharing	10%	- Secure data sharing - Data retention and recovery - Snowflake Marketplace - Reader accounts and data clean rooms
Account Access and Security	20%	- Privileges, grants, and ownership - Encryption and data protection - Authentication and network policies - Role-Based Access Control (RBAC) - Account management and monitoring
Snowflake AI Data Cloud Architecture & Features	25%	- Virtual warehouses and scaling - Three-layer architecture (Storage, Compute, Cloud Services) - Structured, semi-structured, and unstructured data support - Micro-partitions, clustering, and caching - Snowflake editions and cloud platform support

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Snowflake SnowPro Core Certification Exam Sample Questions (Q373-Q378):

NEW QUESTION # 373
True or False: You can resize a Virtual Warehouse while queries are running.

A. False
B. True

Answer: B

NEW QUESTION # 374
The Snowflake cloud services layer is responsible for which tasks? (Choose two.)

A. Metadata management
B. Query processing
C. Authentication and access control
D. Database storage
E. Local disk caching

Answer: A,B

NEW QUESTION # 375
How many shares can be consumed by single Data Consumer?

A. Unlimited
B. 100, but can be increased by contacting support
C. 0
D. 1

Answer: A

NEW QUESTION # 376
Which function is used to convert rows in a relational table to a single VARIANT column?

A. ARRAY_AGG
B. ARRAY_CONSTRUCT
C. OBJECT_AGG
D. OBJECT_CONSTRUCT

Answer: D

Explanation:
The OBJECT_CONSTRUCT function in Snowflake is used to convert rows in a relational table into a single VARIANT column that represents each row as a JSON object. This function dynamically creates a JSON object from a list of key-value pairs, where each key is a column name and each value is the corresponding column value for a row. This is particularly useful for aggregating and transforming structured data into semi-structured JSON format for further processing or analysis.
References:
* Snowflake Documentation: Semi-structured Data Functions

NEW QUESTION # 377
A virtual warehouse's auto-suspend and auto-resume settings apply to which of the following?

A. The Queries currently being run on the virtual warehouse
B. The primary cluster in the virtual warehouse
C. The entire virtual warehouse
D. The database in which the virtual warehouse resides

Answer: C

Explanation:
Explanation
https://docs.snowflake.com/en/user-guide/warehouses-overview.html#:~:text=Similarly%2C%20auto%2Dresum

NEW QUESTION # 378
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