SnowPro Core Certification Exam COF-C02 Dumps
October 25,2022
COF-C02 is the new version code of the SnowPro Core Certification Exam. The SnowPro Core Certification demonstrates an individual's knowledge to apply core expertise implementing and migrating to Snowflake. Passcert provides authentic SnowPro Core Certification Exam COF-C02 Dumps which are closed to the actual questions and will cover each of the topics of your SnowPro Core Certification exam with ease. By preparing the SnowPro Core Certification Exam COF-C02 Dumps, your probabilities of passing the SnowPro Core Certification Exam will definitely boost. With the help of the SnowPro Core Certification Exam COF-C02 Dumps, you will be able to clear the Snowflake COF-C02 exam on the first attempt.
[COF-C02] SnowPro Core Certification Exam
The SnowPro Core Certification demonstrates an individual's knowledge to apply specific core expertise implementing and migrating to Snowflake. A SnowPro Core Certified individual has a thorough understanding of the Snowflake Cloud Data Platform, and has the knowledge necessary to design, develop and manage secure, scalable Snowflake solutions to drive business objectives.
This exam covers Snowflake principles and best practices including: Data Loading and Transformation in Snowflake, Virtual Warehouse Performance and Concurrency, DDL and DML Queries, Using Semi-Structured and Unstructured Data, Cloning and Time Travel, Data Sharing, and Snowflake Account Structure and Management.
Exam Format
Exam Version: COF-C02
Total Number of Questions: 100
Question Types: Multiple Select, Multiple Choice
Time Limit: 115 minutes
Languages: English
Registration Fee: $175 USD
Passing Score: 750 + Scaled Scoring from 0 - 1000
Exam Domain
Domain 1.0: Snowflake Cloud Data Platform Features and Architecture
1.1 Outline key features of the Snowflake Cloud Data Platform.
Elastic Storage
Elastic Compute
Snowflake’s three distinct layers
Data Cloud/ Data Exchange/ Partner Network
Cloud partner categories
1.2 Outline key Snowflake tools and user interfaces.
Snowflake User Interfaces (UI)
Snowsight
Snowflake connectors
Snowflake drivers
SQL scripting
Snowpark
1.3 Outline Snowflake’s catalog and objects.
Databases
Schemas
Tables Types
View Types
Data types
User-Defined Functions (UDFs) and User Defined Table Functions (UDTFs)
Stored Procedures
Streams
Tasks
Pipes
Shares
Sequences
1.4 Outline Snowflake storage concepts.
Micro partitions
Types of column metadata clustering
Data Storage Monitoring
Search Optimization Service
Domain 2.0: Account Access and Security
2.1 Outline compute principles.
Network security and policies
Multi-Factor Authentication (MFA)
Federated authentication
Single Sign-On (SSO)
2.2 Define the entities and roles that are used in Snowflake.
Outline how privileges can be granted and revoked
Explain role hierarchy and privilege inheritance
2.3 Outline data governance capabilities in Snowflake.
Accounts
Organizations
Databases
Secure views
Information schemas
Access history and read support
Domain 3.0: Performance Concepts
3.1 Explain the use of the Query Profile.
Explain plans
Data spilling
Use of the data cache
Micro-partition pruning
Query history
3.2. Explain virtual warehouse configurations.
Multi-clustering
Warehouse sizing
Warehouse settings and access
3.3 Outline virtual warehouse performance tools.
Monitoring warehouse loads
Query performance
Scaling up compared to scaling out
Resource monitors
3.4 Optimize query performance.
Describe the use of materialized views
Use of specific SELECT commands
Domain 4.0: Data Loading and Unloading
4.1 Define concepts and best practices that should be considered when loading data.
Stages and stage types
File size
File formats
Folder structures
Adhoc/bulk loading using the Snowflake UI
4.2 Outline different commands used to load data and when they should be used.
CREATE PIPE
COPY INTO
GET
INSERT/INSERT OVERWRITE
PUT
STREAM
TASK
VALIDATE
4.3 Define concepts and best practices that should be considered when unloading data.
File formats
Empty strings and NULL values
Unloading to a single file
Unloading relational tables
4.4 Outline the different commands used to unload data and when they should be used.
LIST
COPY INTO
CREATE FILE FORMAT
CREATE FILE FORMAT … CLONE
ALTER FILE FORMAT
DROP FILE FORMAT
DESCRIBE FILE FORMAT
SHOW FILE FORMAT
Domain 5.0: Data Transformation
5.1 Explain how to work with standard data.
Estimating functions
Sampling
Supported function types
User-Defined Functions (UDFs) and stored procedures
5.2 Explain how to work with semi-structured data.
Supported file formats, data types, and sizes
VARIANT column
Flattening the nested structure
5.3 Explain how to work with unstructured data.
Define and use directory tables
SQL file functions
Outline the purpose of User-Defined Functions (UDFs) for data analysis
Domain 6.0: Data Protection and Data Sharing
6.1 Outline Continuous Data Protection with Snowflake.
Time Travel
Fail-safe
Data Encryption
Cloning
Replication
6.2 Outline Snowflake data sharing capabilities.
Account types
Data Marketplace and Data Exchange
Private data exchange
Access control options
Shares
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