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Snowflake COF-C02 Exam Syllabus Topics:

Section	Objectives
Data Protection, Security, and Performance	- Role-based access control (RBAC) - Time Travel and Fail-safe concepts - Query performance optimization basics
Data Loading and Unloading	- Bulk loading using stages and COPY INTO - Data unloading and external stages
Snowflake Architecture and Overview	- Virtual warehouses and resource scaling concepts - Snowflake architecture concepts (cloud data platform, separation of storage and compute)
Data Transformations and Querying	- SQL querying in Snowflake - Semi-structured data handling (VARIANT, JSON, Parquet)

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Snowflake SnowPro Core Certification Exam Sample Questions (Q70-Q75):

NEW QUESTION # 70
What Snowflake authentication method is recommended to use for logging onto the Snowflake CLI?

A. Login and password
B. Key-pair authentication
C. Single Sign-On (SSO) with Multi-Factor Authentication (MFA)
D. Okta native authentication

Answer: B

NEW QUESTION # 71
Which SQL commands, when committed, will consume a stream and advance the stream offset? (Choose two.)

A. BEGIN COMMIT
B. ALTER TABLE AS SELECT FROM STREAM
C. SELECT FROM STREAM
D. INSERT INTO TABLE SELECT FROM STREAM
E. UPDATE TABLE FROM STREAM

Answer: D,E

Explanation:
The SQL commands that consume a stream and advance the stream offset are those that result in changes to the data, such as UPDATE and INSERT operations. Specifically, 'UPDATE TABLE FROM STREAM' and 'INSERT INTO TABLE SELECT FROM STREAM' will consume the stream and move the offset forward, reflecting the changes made to the data.

NEW QUESTION # 72
What privileges are required to allow role RL_CUST_WH to start warehouse CUST_WH?

A. GRANT OPERATE ON CUST_WH TO ROLE RL_CUST_WH;
B. GRANT CREATE WAREHOUSES ON ACCOUNT TO ROLE RL_CUST_WH;
C. GRANT MANAGE WAREHOUSES ON ACCOUNT TO ROLE RL_CUST_WH;
D. GRANT USAGE ON CUST_WH TO ROLE RL_CUST_WH;

Answer: A

Explanation:
To start, resume, or suspend a warehouse, the role needs the OPERATE privilege. USAGE only allows reference to the object but not its activation.
Required Privileges for Starting a Warehouse:
* USAGE (to reference)
* OPERATE (to start/stop)
Reference:
Snowflake Docs: Warehouse Privileges

NEW QUESTION # 73
What are the benefits of using the Snowflake Access_History view? (Select TWO)

A. It allows the user to compare query performance data over time.
B. It allows users to track the relationships among objects.
C. It audits whether query policies are being enforced correctly.
D. It tracks how sensitive data has been moved.
E. It identifies data that is not being used so that it can be archived or deleted.

Answer: D,E

NEW QUESTION # 74
What can a directory table be used for? (Select TWO)

A. Create a view for unstructured data.
B. Set an automatic refresh of the metadata for a directory table on internal and external stages.
C. Process unstructured data using Snowflake system-defined functions.
D. Remove files from a directory table using the GET command.
E. Retrieve a list of all unstructured files on a stage.

Answer: B,E

Explanation:
A directory table is a special Snowflake-managed table that stores metadata about unstructured data files (such as images, videos) in a stage.
* It supports automatic metadata refresh.
* It enables listing and querying file-level details.
Reference:
Snowflake Docs: Directory Tables

NEW QUESTION # 75
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