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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
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
Snowflake Architecture & Cloud Concepts25%- Account structure and hierarchy
  • 1. Organization, account, database, schema levels
  • 2. Object ownership and naming conventions
- Cloud data platform fundamentals
  • 1. Service layers and separation of storage/compute
  • 2. Virtual warehouses and resource management
  • 3. Data storage structure and formats
Account Access & Security20%- Data protection & governance
  • 1. Data masking and row-level security
  • 2. Encryption at rest and in transit
- Authentication & authorization
  • 1. Users, roles, privileges and access control
  • 2. Network policies and security settings
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%- 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
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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q943-Q948):

NEW QUESTION # 943
Which privilege must be granted to a share to allow secure views the ability to reference data in multiple databases?

Answer: D


NEW QUESTION # 944
A user needs to create a materialized view in the schema MYDB.MYSCHEMA. Which statements will provide this access?

Answer: C


NEW QUESTION # 945
Which of the following commands are not blocking operations? Choose 2 answers

Answer: C,D


NEW QUESTION # 946
Which key access control concept does Snowflake descibe as a defined level of access to an object?

Answer: B

Explanation:
In Snowflake, the term "privilege" refers to a defined level of access to an object. Privileges are specific actions that roles can perform on securable objects in Snowflake, such as tables, views, warehouses, databases, and schemas. These privileges are granted to roles and can be further granted to users through their roles, forming the basis of Snowflake's access control framework.References: Snowflake Documentation on Access Control Privileges


NEW QUESTION # 947
Which Snowflake feature allows a user to substitute a randomly generated identifier for sensitive data, in order to prevent unauthorized users access to the data, before loading it into Snowflake?

Answer: B

Explanation:
The feature in Snowflake that allows a user to substitute a randomly generated identifier for sensitive data before loading it into Snowflake is known as External Tokenization. This process helps to secure sensitive data by ensuring that it is not exposed in its original form, thus preventing unauthorized access3.


NEW QUESTION # 948
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