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Snowflake SnowPro-Core Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Performance Concepts	15%	- Query optimization and profiling - Cost management and monitoring - Search optimization service - Warehouse sizing and concurrency
Topic 2: Account Access and Security	20%	- Privileges, grants, and ownership - Authentication and network policies - Role-Based Access Control (RBAC) - Account management and monitoring - Encryption and data protection
Topic 3: Data Loading and Unloading	10%	- File formats and stages - Data unloading and export - Continuous loading (Snowpipe) - Bulk loading methods
Topic 4: Snowflake AI Data Cloud Architecture & Features	25%	- Three-layer architecture (Storage, Compute, Cloud Services) - Structured, semi-structured, and unstructured data support - Snowflake editions and cloud platform support - Micro-partitions, clustering, and caching - Virtual warehouses and scaling
Topic 5: Data Transformations	20%	- SQL and DDL/DML operations - Dynamic tables and data pipelines - Working with semi-structured data - Cloning, Time Travel, and Fail-safe
Topic 6: Data Protection and Sharing	10%	- Secure data sharing - Data retention and recovery - Reader accounts and data clean rooms - Snowflake Marketplace

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Snowflake SnowPro Core Certification Exam Sample Questions (Q537-Q542):

NEW QUESTION # 537
How can a user improve the performance of a single large complex query in Snowflake?

A. Enable economy warehouse scaling.
B. Scale out the virtual warehouse.
C. Enable standard warehouse scaling.
D. Scale up the virtual warehouse.

Answer: D

NEW QUESTION # 538
Which REST API can be used with unstructured data?

A. GET /api/tiles/
B. insertReport
C. inscrtFilcs
D. loadHistoryScan

Answer: A

NEW QUESTION # 539
A user has an application that writes a new Tile to a cloud storage location every 5 minutes.
What would be the MOST efficient way to get the files into Snowflake?

A. Set up cloud provider notifications on the Tile location and use Snowpipe with auto-ingest
B. Create a task that runs a GET operation to intermittently check for new files
C. Create a task that puts the files in an internal stage and automate the data loading wizard
D. Create a task that runs a copy into operation from an external stage every 5 minutes

Answer: A

Explanation:
https://docs.snowflake.com/en/user-guide/data-load-snowpipe-intro.html

NEW QUESTION # 540
Which parameter prevents streams on tables from becoming stale?

A. MTN_DATA_RETENTION_TTME_TN_DAYS
B. STALE_AFTER
C. MAXDATAEXTENSIONTIMEINDAYS
D. LOCK_TIMEOUT

Answer: C

NEW QUESTION # 541
If 3 size Small virtual warehouse is made up of two servers, how many servers make up a Large warehouse?

A. 0
B. 1
C. 2
D. 3

Answer: B

Explanation:
Explanation
Size specifies the amount of compute resources available per cluster in a warehouse. Snowflake supports the following warehouse sizes:

https://docs.snowflake.com/en/user-guide/warehouses-overview.html

NEW QUESTION # 542
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