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Snowflake COF-C02 Exam Syllabus Topics:

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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q701-Q706):

NEW QUESTION # 701
Which account__usage views are used to evaluate the details of dynamic data masking? (Select TWO)

Answer: C,E


NEW QUESTION # 702
The Snowflake cloud services layer is responsible for which tasks? (Choose two.)

Answer: C,D


NEW QUESTION # 703
Which cache type is used to cache data output from SQL queries?

Answer: A

Explanation:
Explanation
https://community.snowflake.com/s/article/Caching-in-Snowflake-Data-Warehouse


NEW QUESTION # 704
Which of the following are considerations when using a directory table when working with unstructured data? (Choose two.)

Answer: C,D


NEW QUESTION # 705
Which user preferences can be set for a user profile in Snowsight? (Select TWO).

Answer: C,E

Explanation:
In Snowsight, Snowflake's web interface, user preferences can be customized to enhance the user experience.
Among these preferences, users can set a default database and default schema. These settings streamline the user experience by automatically selecting the specified database and schema when the user initiates a new session or query, reducing the need to manually specify these parameters for each operation. This feature is particularly useful for users who frequently work within a specific database or schema context.References:
Snowflake Documentation on Snowsight User Preferences


NEW QUESTION # 706
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