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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Performance Concepts & Optimization15%- Data optimization features
  • 1. Clustering keys, search optimization, materialized views
  • 2. Caching and result reuse
- Warehouse sizing & tuning
  • 1. Query profiling and optimization techniques
  • 2. Scaling, clustering, and concurrency management
Data Loading & Transformation20%- Data transformation & querying
  • 1. Working with structured, semi-structured, unstructured data
  • 2. DDL/DML operations and SQL functions
- Data ingestion methods
  • 1. Bulk loading, continuous loading, external stages
  • 2. File formats and data type handling
Data Protection & Data Sharing10%- Secure data sharing
  • 1. Sharing security and access control
  • 2. Direct sharing, data exchanges, reader accounts
- Data recovery & retention
  • 1. Data retention policies and backup
  • 2. Time Travel, Fail-safe, cloning capabilities
Account Access & Security20%- Authentication & authorization
  • 1. Network policies and security settings
  • 2. Users, roles, privileges and access control
- Data protection & governance
  • 1. Data masking and row-level security
  • 2. Encryption at rest and in transit
Data Pipelines & Automation10%- Workflow & automation
  • 1. Change data capture and processing
  • 2. Streams, tasks, and pipes
- Integration & connectivity
  • 1. External functions and API integration
  • 2. Connectors and ETL/ELT patterns
Snowflake Architecture & Cloud Concepts25%- Cloud data platform fundamentals
  • 1. Data storage structure and formats
  • 2. Service layers and separation of storage/compute
  • 3. Virtual warehouses and resource management
- Account structure and hierarchy
  • 1. Organization, account, database, schema levels
  • 2. Object ownership and naming conventions

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Snowflake SnowPro Core Certification Exam Sample Questions (Q677-Q682):

NEW QUESTION # 677
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 # 678
How long does Snowflake retain information in the ACCESS HISTORY view?

Answer: A


NEW QUESTION # 679
At what level is the MIN_DATA_RETENTION_TIME_IN_DAYS parameter set?

Answer: D

Explanation:
The MIN_DATA_RETENTION_TIME_IN_DAYS parameter is set at the account level. This parameter determines the minimum number of days Snowflake retains historical data for Time Travel operations


NEW QUESTION # 680
Which of the following features, associated with Continuous Data Protection (CDP), require additional Snowflake-provided data storage? (Choose two.)

Answer: B,C

Explanation:
The features associated with Continuous Data Protection (CDP) that require additional Snowflake-provided data storage are Time Travel and Fail-safe. Time Travel allows users to access historical data within a defined period, while Fail-safe provides an additional layer of data protection beyond the Time Travel period. Reference: [COF-C02] SnowPro Core Certification Exam Study Guide


NEW QUESTION # 681
What is the default size for a newly-provisioned Snowpark-optimized virtual warehouse ?

Answer: D

Explanation:
By default, Snowpark-optimized warehouses are provisioned with Medium size , unless specified otherwise. This provides balanced compute for handling Snowpark operations.
Reference:
Snowflake Docs: Snowpark-Optimized Warehouses


NEW QUESTION # 682
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