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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
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
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
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
Account Access & Security20%- Authentication & authorization
  • 1. Users, roles, privileges and access control
  • 2. Network policies and security settings
- Data protection & governance
  • 1. Data masking and row-level security
  • 2. Encryption at rest and in transit
Data Protection & Data Sharing10%- Secure data sharing
  • 1. Direct sharing, data exchanges, reader accounts
  • 2. Sharing security and access control
- Data recovery & retention
  • 1. Data retention policies and backup
  • 2. Time Travel, Fail-safe, cloning capabilities
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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q398-Q403):

NEW QUESTION # 398
Which ACCOUNT_USAGE schema database role provides visibility into policy-related information?

Answer: D

Explanation:
The GOVERNANCE_VIEWER role in the ACCOUNT_USAGE schema provides visibility into policy-related information within Snowflake. This role is specifically designed to access views that display object metadata and usage metrics related to governance12.


NEW QUESTION # 399
Which command should be used to assign a key to a Snowflake user who needs to connect using key pair authentication?

Answer: C

Explanation:
To use key pair authentication in Snowflake, you need to set the public key for the user. This allows the user to authenticate using their private key.
Generate Key Pair: Generate a public and private key pair.
Set Public Key:
ALTER USER jsmith SET RSA_PUBLIC_KEY='MIIBIjANBgkqh...';
Authentication: The user can now authenticate by signing requests with the corresponding private key.
Reference:
Snowflake Documentation: Key Pair Authentication & Key Rotation
Snowflake Documentation: ALTER USER


NEW QUESTION # 400
A table, STUDENTS, is created using this command:
An example value for the marks is:
Which query will return all of the students' names and history marks?

Answer: B


NEW QUESTION # 401
Which command will allow users to query data from files in cloud storage without ingesting the data?

Answer: A

Explanation:
An external table allows users to query files stored in external stages (e.g., S3, Azure Blob, GCS) without loading them into Snowflake tables. This enables cost-effective access to external datasets.
Reference:
Snowflake Docs: External Tables


NEW QUESTION # 402
When will Snowflake charge credits for the use of the Cloud Services layer?

Answer: C

Explanation:
* Snowflake's Cloud Services layer manages metadata, authentication, and query optimization.
* Whenever these services are utilized (e.g., query parsing, metadata queries), credits are consumed, irrespective of virtual warehouse usage.
Why Other Options Are Incorrect:
* B. Snowflake-provisioned warehouse: Cloud Services charges are independent of specific warehouse configurations.
* C. 10% of daily warehouse usage: No such threshold exists.
* D. Serverless compute: Cloud Services credits are charged irrespective of serverless compute.
References:
* Cloud Services Layer


NEW QUESTION # 403
......

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