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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Data Protection & Data Sharing10%- Secure data sharing
  • 1. Sharing security and access control
  • 2. Direct sharing, data exchanges, reader accounts
- Data recovery & retention
  • 1. Time Travel, Fail-safe, cloning capabilities
  • 2. Data retention policies and backup
Performance Concepts & Optimization15%- Warehouse sizing & tuning
  • 1. Query profiling and optimization techniques
  • 2. Scaling, clustering, and concurrency management
- Data optimization features
  • 1. Caching and result reuse
  • 2. Clustering keys, search optimization, materialized views
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
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. Data storage structure and formats
  • 3. Virtual warehouses and resource management
Data Pipelines & Automation10%- Integration & connectivity
  • 1. External functions and API integration
  • 2. Connectors and ETL/ELT patterns
- Workflow & automation
  • 1. Change data capture and processing
  • 2. Streams, tasks, and pipes
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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q329-Q334):

NEW QUESTION # 329
Who can grant object privileges in a regular schema?

Answer: D


NEW QUESTION # 330
A virtual warehouse is created using the following command:
Create warehouse my_WH with
warehouse_size = MEDIUM
min_cluster_count = 1
max_cluster_count = 1
auto_suspend = 60
auto_resume = true;
The image below is a graphical representation of the warehouse utilization across two days.

What action should be taken to address this situation?

Answer: B

Explanation:
The graphical representation of warehouse utilization indicates periods of significant queuing, suggesting that the current single cluster cannot efficiently handle all incoming queries. Configuring the warehouse to a multi-cluster warehouse will distribute the load among multiple clusters, reducing queuing times and improving overall performance1.
References = Snowflake Documentation on Multi-cluster Warehouses1


NEW QUESTION # 331
Which privilege is required to use the search optimization service in Snowflake?

Answer: A


NEW QUESTION # 332
A Snowflake user has been granted the create data EXCHANGE listing privilege with their role.
Which tasks can this user now perform on the Data Exchange? (Select TWO).

Answer: A,D


NEW QUESTION # 333
Which table function will return the output of a previously-run command?

Answer: D


NEW QUESTION # 334
......

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