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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Data Handling and Transformation15-20%- Semi-Structured Data
  • 1. VARIANT Data Type
  • 2. Flattening Data
  • 3. JSON/Avro/Parquet Handling
- Data Transformation
  • 1. Time Travel Features
  • 2. Snowflake SQL Functions
  • 3. Data Pipelines
Account Access and Security20-25%- Authorization
  • 1. Object Privileges
  • 2. Grant/Revoke Commands
  • 3. Role Hierarchy
- Network Security
  • 1. Network Policies
  • 2. Private Connectivity
- Authentication
  • 1. User/Role Management
  • 2. SSO Integration
  • 3. Multi-Factor Authentication
Performance Optimization20-25%- Warehouse Optimization
  • 1. Multi-cluster Configuration
  • 2. Auto-Suspend/Auto-Resume
  • 3. Warehouse Sizing
- Query Performance
  • 1. Query Profiling
  • 2. Result Set Caching
  • 3. Query History
- Data Optimization
  • 1. Search Optimization Service
  • 2. Materialized Views
  • 3. Clustering Keys
Billing and Account Management10-15%- Credit Usage
  • 1. Resource Monitors
  • 2. Credit Monitoring
- Account Operations
  • 1. Account Parameters
  • 2. Database/Schema Management
  • 3. Object Naming Conventions
Cloud Architecture and Data Loading20-25%- Snowflake Architecture Overview
  • 1. Virtual Warehouses
  • 2. Layers (Storage, Compute, Services)
  • 3. Multi-cluster Warehouses
  • 4. Snowflake Editions
- Data Loading Techniques
  • 1. Data Loading Best Practices
  • 2. Bulk Loading (COPY INTO)
  • 3. Continuous Loading

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Snowflake SnowPro Core Certification Exam Sample Questions (Q1063-Q1068):

NEW QUESTION # 1063
The FLATEEN function is used to query which type of data in Snowflake?

Answer: A


NEW QUESTION # 1064
What does Snowflake recommend regarding database object ownership? (Select TWO).

Answer: A,C

Explanation:
Snowflake recommends creating objects with a role that has the necessary privileges and is not overly permissive. SYSADMIN is typically used for managing system-level objects and operations. Creating objects with a custom role and granting this role to SYSADMIN allows for more granular control and adherence to the principle of least privilege. References: Based on best practices for database object ownership and role management.


NEW QUESTION # 1065
Snowflake provides a mechanism for its customers to override its clustering algorithms.
This method is:

Answer: B


NEW QUESTION # 1066
Which command should be used to load data incrementally based on column values that are specified in the source table or subquery?

Answer: B

Explanation:
The MERGE command in Snowflake is used for incremental loading based on column values in a source table or subquery. It enables the insertion, updating, or deletion of records in a target table depending on whether matching rows are found, making it ideal for loading data that changes incrementally, such as daily updates or modifications.


NEW QUESTION # 1067
What does a Notify & Suspend action for a resource monitor do?

Answer: B

Explanation:
The Notify & Suspend action for a resource monitor in Snowflake sends a notification to all account administrators who have notifications enabled and suspends all assigned warehouses. However, the suspension only occurs after all currently running statements in the warehouses have been completed1. References: [COF-C02] SnowPro Core Certification Exam Study Guide


NEW QUESTION # 1068
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