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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Performance Optimization20-25%- Data Optimization
  • 1. Clustering Keys
  • 2. Materialized Views
  • 3. Search Optimization Service
- Query Performance
  • 1. Query History
  • 2. Result Set Caching
  • 3. Query Profiling
- Warehouse Optimization
  • 1. Multi-cluster Configuration
  • 2. Warehouse Sizing
  • 3. Auto-Suspend/Auto-Resume
Topic 2: Data Handling and Transformation15-20%- Data Transformation
  • 1. Data Pipelines
  • 2. Time Travel Features
  • 3. Snowflake SQL Functions
- Semi-Structured Data
  • 1. Flattening Data
  • 2. JSON/Avro/Parquet Handling
  • 3. VARIANT Data Type
Topic 3: 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. Continuous Loading
  • 3. Bulk Loading (COPY INTO)
Topic 4: Account Access and Security20-25%- Authorization
  • 1. Grant/Revoke Commands
  • 2. Role Hierarchy
  • 3. Object Privileges
- Authentication
  • 1. Multi-Factor Authentication
  • 2. User/Role Management
  • 3. SSO Integration
- Network Security
  • 1. Private Connectivity
  • 2. Network Policies
Topic 5: Billing and Account Management10-15%- Credit Usage
  • 1. Resource Monitors
  • 2. Credit Monitoring
- Account Operations
  • 1. Object Naming Conventions
  • 2. Account Parameters
  • 3. Database/Schema Management

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Snowflake SnowPro Core Certification Exam Sample Questions (Q83-Q88):

NEW QUESTION # 83
Who can activate and enforce a network policy for all users in a Snowflake account? (Select TWO)

Answer: B,D


NEW QUESTION # 84
Which role is responsible for managing the billing and credit data within Snowflake?

Answer: C

Explanation:
The ORGADMIN role in Snowflake is responsible for managing organization-level administrative functions, which include managing billing and credit data. This role has the highest level of administrative privileges and can oversee multiple Snowflake accounts within an organization.
References:
* Snowflake Documentation: Account and Organization Roles


NEW QUESTION # 85
Which command will create an ARRAY output from inputs 'a' and 'b'?

Answer: A


NEW QUESTION # 86
Which Snowflake objects can execute both DDL and DML statements?

Answer: B

Explanation:
* Stored procedures can execute both DDL (Data Definition Language) and DML (Data Manipulation Language) statements.
* Example: A stored procedure can create a table (DDL) and insert data into it (DML) in the same execution block.
* Other objects like UDFs and UDTFs are limited to returning values or sets of rows, and cannot perform DDL/DML operations.
References:
* Snowflake Documentation: Stored Procedures


NEW QUESTION # 87
Which of the following are characteristics of Snowflake virtual warehouses? (Choose two.)

Answer: B,C

Explanation:
Snowflake virtual warehouses support a configuration file and command line options in SnowSQL to specify a default warehouse, which is characteristic C. Additionally, the size of a virtual warehouse can be changed at any time, which is characteristic E. These features provide flexibility and ease of use in managing compute resources2.
Reference = [COF-C02] SnowPro Core Certification Exam Study Guide, Snowflake Documentation


NEW QUESTION # 88
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