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Snowflake SnowPro-Core Exam Syllabus Topics:

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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q12-Q17):

NEW QUESTION # 12
Credit Consumption by the Compute Layer (Virtual Warehouses) is based on: (Choose two.)

A. Number of users
B. # of clusters for the Warehouse
C. Warehouse size
D. Amount of data processed

Answer: C,D

NEW QUESTION # 13
Which of the following are options when creating a Virtual Warehouse?

A. Local SSD size
B. User count
C. Auto-suspend
D. Auto-resume

Answer: C,D

NEW QUESTION # 14
Which VALIDATION_MODE value will return the errors across the files specified in a COPY command, including files that were partially loaded during an earlier load?

A. RETURN_ERRORS
B. RETURN_-1_R0WS
C. RETURN ALL ERRORS
D. RETURN_n_ROWS

Answer: A

Explanation:
The RETURN_ERRORS value in the VALIDATION_MODE option of the COPY command instructs Snowflake to validate the data files and return errors encountered across all specified files, including those that were partially loaded during an earlier load2. References: [COF-C02] SnowPro Core Certification Exam Study Guide

NEW QUESTION # 15
Snowflake supports the use of external stages with which cloud platforms? (Choose three.)

A. Google Cloud Platform
B. Docker
C. IBM Cloud
D. Oracle Cloud
E. Microsoft Azure Cloud
F. Amazon Web Services

Answer: A,E,F

Explanation:
Snowflake supports the use of external stages with Amazon Web Services (AWS), Microsoft Azure Cloud, and Google Cloud Platform (GCP). These platforms allow users to stage data externally and integrate with Snowflake for data loading operations

NEW QUESTION # 16
What is the primary purpose of a directory table in Snowflake?

A. To store actual data from external stages
B. To store file-level metadata about data files in a stage
C. To automatically expire file URLs for security
D. To manage user privileges and access control

Answer: B

Explanation:
A directory table in Snowflake is used to store file-level metadata about the data files in a stage. It is conceptually similar to an external table and provides information such as file size, last modified timestamp, and file URL. References: [COF-C02] SnowPro Core Certification Exam Study Guide

NEW QUESTION # 17
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