COF-C02 Paper, Exam COF-C02 Questions Answers

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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Account Access & Security20%- Data protection & governance
  • 1. Encryption at rest and in transit
  • 2. Data masking and row-level security
- Authentication & authorization
  • 1. Network policies and security settings
  • 2. Users, roles, privileges and access control
Topic 2: Data Pipelines & Automation10%- Workflow & automation
  • 1. Streams, tasks, and pipes
  • 2. Change data capture and processing
- Integration & connectivity
  • 1. Connectors and ETL/ELT patterns
  • 2. External functions and API integration
Topic 3: 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. File formats and data type handling
  • 2. Bulk loading, continuous loading, external stages
Topic 4: Snowflake Architecture & Cloud Concepts25%- Cloud data platform fundamentals
  • 1. Virtual warehouses and resource management
  • 2. Service layers and separation of storage/compute
  • 3. Data storage structure and formats
- Account structure and hierarchy
  • 1. Object ownership and naming conventions
  • 2. Organization, account, database, schema levels
Topic 5: 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 6: Performance Concepts & Optimization15%- Warehouse sizing & tuning
  • 1. Scaling, clustering, and concurrency management
  • 2. Query profiling and optimization techniques
- Data optimization features
  • 1. Caching and result reuse
  • 2. Clustering keys, search optimization, materialized views

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Snowflake SnowPro Core Certification Exam Sample Questions (Q237-Q242):

NEW QUESTION # 237
Which semi-structured file formats are supported when unloading data from a table? (Select TWO).

Answer: C,E

Explanation:
Semi-structured
JSON, Parquet
https://docs.snowflake.com/en/user-guide/data-unload-prepare.html#:~:text=Supported%20File%20Formats,-The%20following%20file&text=Delimited%20(CSV%2C%20TSV%2C%20etc.)


NEW QUESTION # 238
What privilege should a user be granted to change permissions for new objects in a managed access schema?

Answer: D

Explanation:
To change permissions for new objects in a managed access schema, a user should be granted the MANAGE GRANTS global privilege. This privilege allows the user to manage access control through grants on all securable objects within Snowflake2. Reference: [COF-C02] SnowPro Core Certification Exam Study Guide


NEW QUESTION # 239
Which SQL statement will require a virtual warehouse to run?

Answer: A

Explanation:
A virtual warehouse in Snowflake is used to perform data processing tasks that require computational resources, such as queries that modify data or perform significant computation. Of the options provided:
C). INSERT INTO TBL_EMPLOYEE(EMP_ID, EMP_NAME, EMP_SALARY, DEPT) VALUES(1, ' Adam
' ,20000, ' Finance ' );This SQL statement performs a data modification operation (DML) by inserting a new record into theTBL_EMPLOYEEtable, which requires computational resources provided by a virtual warehouse to execute.
References:
Snowflake Documentation: Understanding Virtual Warehouses


NEW QUESTION # 240
Which Snowflake objects can be restored using Time Travel? (Select VNO).

Answer: D,E

Explanation:
Snowflake's Time Travel feature allows users to access historical data within a specific period. This feature supports the restoration of various objects, including databases and schemas, to their previous states. Time Travel can be used for recovering dropped objects, undoing accidental changes, or analyzing data changes over time. However, it does not support user or role objects like Users and Roles, or compute resources like Virtual Warehouses.
References: Snowflake Documentation on Time Travel


NEW QUESTION # 241
What happens when a cloned table is replicated to a secondary database? (Select TWO)

Answer: B,E

Explanation:
When a cloned table is replicated to a secondary database in Snowflake, the following occurs:
* C. The physical data is replicated: The actual data of the cloned table is physically replicated to the secondary database. This ensures that thesecondary database has its own copy of the data, which can be used for read-only purposes or failover scenarios1.
* E. Metadata pointers to cloned tables are replicated: Along with the physical data, the metadata pointers that refer to the cloned tables are also replicated. This metadata includes information about the structure of the table and any associated properties2.
It's important to note that while the physical data and metadata are replicated, the secondary database is typically read-only and cannot be used for write operations. Additionally, while there may be additional storage costs associated with the secondary account, this is not a direct result of the replication process but rather a consequence of storing additional data.
References:
SnowPro Core Exam Prep - Answers to Snowflake's LEVEL UP: Backup and Recovery Snowflake SnowPro Core Certification Exam Questions Set 10


NEW QUESTION # 242
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