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Snowflake COF-C02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Performance Concepts & Optimization15%- Data optimization features
  • 1. Caching and result reuse
  • 2. Clustering keys, search optimization, materialized views
- Warehouse sizing & tuning
  • 1. Scaling, clustering, and concurrency management
  • 2. Query profiling and optimization techniques
Topic 2: 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
Topic 3: 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 4: Snowflake Architecture & Cloud Concepts25%- 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 structure and hierarchy
  • 1. Organization, account, database, schema levels
  • 2. Object ownership and naming conventions
Topic 5: 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
Topic 6: Data Protection & Data Sharing10%- Data recovery & retention
  • 1. Data retention policies and backup
  • 2. Time Travel, Fail-safe, cloning capabilities
- Secure data sharing
  • 1. Sharing security and access control
  • 2. Direct sharing, data exchanges, reader accounts

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Snowflake SnowPro Core Certification Exam Sample Questions (Q103-Q108):

NEW QUESTION # 103
What objects in Snowflake are supported by Dynamic Data Masking? (Select TWO).'

Answer: B,D

Explanation:
Dynamic Data Masking in Snowflake supports tables and views. These objects can have masking policies applied to their columns to dynamically mask data at query time3.


NEW QUESTION # 104
What are advantages clones have over tables created with CREATE TABLE AS SELECT statement? (Choose two.)

Answer: B,C

Explanation:
Clones in Snowflake have the advantage of being created almost instantly and saving space by not duplicating storage. This is due to Snowflake's zero-copy cloning feature, which allows for the creation of object clones without the additional storage costs typically associated with data duplication23. Clones are independent of the original table and do not stay in sync with it, nor do they inherently have better query performance. However, they do inherit the time travel history from the original table at the time of cloning


NEW QUESTION # 105
True or False: When you create a custom role, it is a best practice to immediately grant that role to ACCOUNTADMIN.

Answer: B

Explanation:
Reference: https://docs.snowflake.com/en/user-guide/security-access-control-considerations.html


NEW QUESTION # 106
Which of the following can be executed/called with Snowpipe?

Answer: B

Explanation:
Snowpipe is used for continuous, automated data loading into Snowflake. It uses a COPY INTO
<table> statement within a pipe object to load data from files as soon as they are available in a stage.
Snowpipe does not execute UDFs, stored procedures, or insert statements. References: Snowpipe | Snowflake Documentation


NEW QUESTION # 107
Which snowflake objects will incur both storage and cloud compute charges? (Select TWO)

Answer: C,D

Explanation:
In Snowflake, both materialized views and transient tables will incur storage charges because they store data. They will also incur compute charges when queries are run against them, as compute resources are used to process the queries. Reference: [COF-C02] SnowPro Core Certification Exam Study Guide


NEW QUESTION # 108
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