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Snowflake SnowPro-Core Exam Syllabus Topics:

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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q497-Q502):

NEW QUESTION # 497
Which statements are true of micro-partitions?
Choose 2 answers

A. They are approximately 16MB in size
B. They are Immutable
C. They are only encrypted in the Enterprise edition and above
D. They are stored compressed only if COMPRESS=TRUE on Table

Answer: A,B

Explanation:
Reference: https://medium.com/weareservian/seeing-snow-for-the-first-time-snowflake-adventures-part-1-
731ddc983c69

NEW QUESTION # 498
True or False: The COPY command must specify a File Format in order to execute.

A. False
B. True

Answer: A

Explanation:
Create Stage:
https://docs.snowflake.com/en/sql-reference/sql/create-stage.html
Create Table (STAGE_FILE_FORMAT option):
https://docs.snowflake.com/en/sql-reference/sql/create-table.html
Copy Into:
https://docs.snowflake.com/en/sql-reference/sql/copy-into-table.html

NEW QUESTION # 499
What Snowflake role must be granted for a user to create and manage accounts?

A. ORGADMIN
B. SECURITYADMIN
C. SYSADMIN
D. ACCOUNTADMIN

Answer: D

Explanation:
https://docs.snowflake.com/en/user-guide/security-access-control-considerations.html

NEW QUESTION # 500
When reviewing a query profile, what is a symptom that a query is too large to fit into the memory?

A. An AggregateOperacor node is present
B. The query is spilling to remote storage
C. Partitions scanned is equal to partitions total
D. A single join node uses more than 50% of the query time

Answer: B

NEW QUESTION # 501
Which statement is true about running tasks in Snowflake?

A. A task allows a user to execute a single SQL statement/command using a predefined schedule.
B. A task can be called using a CALL statement to run a set of predefined SQL commands.
C. A task allows a user to execute a set of SQL commands on a predefined schedule.
D. A task can be executed using a SELECT statement to run a predefined SQL command.

Answer: A

Explanation:
In Snowflake, a task allows a user to execute a single SQL statement/command using a predefined schedule (B). Tasks are used to automate the execution of SQL statements at scheduled intervals.

NEW QUESTION # 502
......

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