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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Pipelines & Automation10%- Integration & connectivity
  • 1. Connectors and ETL/ELT patterns
  • 2. External functions and API integration
- Workflow & automation
  • 1. Change data capture and processing
  • 2. Streams, tasks, and pipes
Topic 2: Data Protection & Data Sharing10%- Data recovery & retention
  • 1. Time Travel, Fail-safe, cloning capabilities
  • 2. Data retention policies and backup
- Secure data sharing
  • 1. Direct sharing, data exchanges, reader accounts
  • 2. Sharing security and access control
Topic 3: Performance Concepts & Optimization15%- Warehouse sizing & tuning
  • 1. Query profiling and optimization techniques
  • 2. Scaling, clustering, and concurrency management
- Data optimization features
  • 1. Clustering keys, search optimization, materialized views
  • 2. Caching and result reuse
Topic 4: Snowflake Architecture & Cloud Concepts25%- Cloud data platform fundamentals
  • 1. Service layers and separation of storage/compute
  • 2. Data storage structure and formats
  • 3. Virtual warehouses and resource management
- Account structure and hierarchy
  • 1. Organization, account, database, schema levels
  • 2. Object ownership and naming conventions
Topic 5: Data Loading & Transformation20%- Data transformation & querying
  • 1. DDL/DML operations and SQL functions
  • 2. Working with structured, semi-structured, unstructured data
- Data ingestion methods
  • 1. Bulk loading, continuous loading, external stages
  • 2. File formats and data type handling
Topic 6: Account Access & Security20%- Authentication & authorization
  • 1. Network policies and security settings
  • 2. Users, roles, privileges and access control
- Data protection & governance
  • 1. Encryption at rest and in transit
  • 2. Data masking and row-level security

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Snowflake SnowPro Core Certification Exam Sample Questions (Q50-Q55):

NEW QUESTION # 50
A developer is granted ownership of a table that has a masking policy. The developer's role is not able to see the masked data.
Will the developer be able to modify the table to read the masked data?

Answer: D


NEW QUESTION # 51
Which stage type can be altered and dropped?

Answer: B

Explanation:
External stages can be altered and dropped in Snowflake. An external stage points to an external location, such as an S3 bucket, where data files are stored. Users can modify the stage's definition or drop it entirely if it's no longer needed. This is in contrast to table stages, which are tied to specific tables and cannot be altered or dropped independently.
Reference:
[COF-C02] SnowPro Core Certification Exam Study Guide
Snowflake Documentation on Stages1


NEW QUESTION # 52
Which command sets the Virtual Warehouse for a session?

Answer: B

Explanation:
The command USE WAREHOUSE <<warehouse name>>; is used to set the virtual warehouse for the current session in Snowflake. This command specifies which virtual warehouse to use for executing queries in that session1.
Reference: https://docs.snowflake.com/en/user-guide/warehouses-tasks.html


NEW QUESTION # 53
Which Snowflake security feature has the HIGHEST precedence in the security feature hierarchy?

Answer: D


NEW QUESTION # 54
Which function is used to convert rows in a relational table to a single VARIANT column?

Answer: A


NEW QUESTION # 55
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