COF-C01 Exam Format | Course Contents | Course Outline | Exam Syllabus | Exam Objectives
Exam Specification: COF-C01 SnowPro Core Certification
Exam Name: COF-C01 SnowPro Core Certification
Exam Code: COF-C01
Exam Duration: 90 minutes
Passing Score: 70%
Exam Format: Multiple-choice
Exam Delivery: Proctored online or at a testing center
Course Outline:
1. Introduction to Snowflake
- Overview of Snowflake and its cloud data platform
- Understanding the benefits and architecture of Snowflake
- Exploring Snowflake's unique features and capabilities
2. Snowflake Architecture and Components
- Understanding the key components of Snowflake architecture
- Exploring Snowflake's virtual warehouses, databases, and schemas
- Overview of Snowflake's storage and compute layers
3. Data Loading and Unloading
- Loading data into Snowflake using various methods
- Managing data files and formats in Snowflake
- Unloading data from Snowflake to external storage or cloud platforms
4. Data Modeling and Schema Design
- Designing and creating Snowflake databases and schemas
- Implementing table structures, relationships, and constraints
- Utilizing Snowflake's best practices for data modeling
5. Querying and Optimizing Performance
- Writing and executing SQL queries in Snowflake
- Understanding query optimization techniques in Snowflake
- Analyzing query performance and utilizing query profiling tools
6. Security and Access Control
- Implementing security measures in Snowflake
- Managing user roles, privileges, and access control policies
- Configuring data encryption and auditing in Snowflake
7. Data Sharing and Collaboration
- Sharing data and collaborating with external parties in Snowflake
- Creating secure data exchanges and data sharing agreements
- Configuring and managing Snowflake's data sharing features
Exam Objectives:
1. Understand the fundamentals of Snowflake and its cloud data platform.
2. Familiarize yourself with Snowflake's architecture and components.
3. Learn data loading and unloading techniques in Snowflake.
4. Gain knowledge of data modeling and schema design in Snowflake.
5. Develop skills in querying data and optimizing performance in Snowflake.
6. Learn about security measures and access control in Snowflake.
7. Understand data sharing and collaboration features in Snowflake.
Exam Syllabus:
Section 1: Introduction to Snowflake (10%)
- Overview of Snowflake and its cloud data platform
- Benefits and architecture of Snowflake
- Unique features and capabilities of Snowflake
Section 2: Snowflake Architecture and Components (15%)
- Key components of Snowflake architecture
- Virtual warehouses, databases, and schemas in Snowflake
- Storage and compute layers in Snowflake
Section 3: Data Loading and Unloading (20%)
- Methods for loading data into Snowflake
- Data file management and formats in Snowflake
- Unloading data from Snowflake to external storage or cloud platforms
Section 4: Data Modeling and Schema Design (20%)
- Designing databases and schemas in Snowflake
- Table structures, relationships, and constraints in Snowflake
- Best practices for data modeling in Snowflake
Section 5: Querying and Optimizing Performance (20%)
- Writing and executing SQL queries in Snowflake
- Query optimization techniques in Snowflake
- Analyzing query performance and using profiling tools
Section 6: Security and Access Control (10%)
- Security measures in Snowflake
- User roles, privileges, and access control policies in Snowflake
- Data encryption and auditing in Snowflake
Section 7: Data Sharing and Collaboration (5%)
- Sharing data and collaborating with external parties in Snowflake
- Secure data exchanges and sharing agreements in Snowflake
- Data sharing features in Snowflake
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SnowFlake
COF-C01
SnowPro Core Certification
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Question: 48
True or False: A single database can exist in more than one Snowflake account.
A. True
B. False
Answer: B
Explanation:
Reference: https://docs.snowflake.com/en/sql-reference/ddl-database.html
Question: 49
True or False: It is possible for a user to run a query against the query result cache without requiring an active
Warehouse.
A. True
B. False
Answer: B
Question: 50
For a multi-cluster Warehouse, the number of credits billed is calculated on: Select one.
A. The number of queries that ran using the Warehouse.
B. The size of the Warehouse and the number of clusters that ran within a given time period.
C. The sue of the Warehouse and the maximum number of clusters configured for the Warehouse.
D. The number of users who accessed the Warehouse.
Answer: B
Question: 51
True or False: When a user creates a role, they are initially assigned ownership of the role and they maintain
ownership until it is transferred to another user.
A. True
B. False
Answer: A
Explanation:
Reference: https://docs.snowflake.com/en/user-guide/security-access-control-overview.html
Question: 52
The Information Schema and Account Usage Share provide storage information for which of the following objects?
(Choose three.)
A. Users
B. Tables
C. Databases
D. Internal Stages
Answer: B,C,D
Question: 53
True or False: Snowflake allows its customers to directly access the micro-partition files that make up its tables.
A. True
B. False
Answer: B
Question: 54
When loading data into Snowflake, the COPY command supports: Choose 2 answers
A. Joins
B. Fitters
C. Data type conversions
D. Column reordering
E. Aggregates
Answer: C,D
Question: 55
Which formats are supported for unloading data from Snowflake? Choose 2 answers
A. Delimited (CSV, TSV, etc.)
B. Avro
C. JSON
D. ORC
Answer: A,C
Explanation:
Reference: https://docs.snowflake.com/en/user-guide/data-unload-prepare.html
Question: 56
To run a Multi-Cluster Warehouse in auto-scale mode, a user would:
A. Configure the Maximum Clusters setting to Auto-Scale
B. Set the Warehouse type to Auto
C. Set the Minimum Clusters and Maximum Clusters settings to the same value
D. Set the Minimum Clusters and Maximum Clusters settings to the different values
Answer: D
Explanation:
Reference: https://help.pentaho.com/Documentation/9.1/Products/Modify_Snowflake_warehouse
Question: 57
How a Snowpipe charges calculated?
A. Per-second/per Warehouse size
B. Per-second/per-core granularity
C. Number of Pipes in account
D. Total storage bucket size
Answer: B
Explanation:
Reference: https://docs.snowflake.com/en/user-guide/data-load-snowpipe-billing.html
Question: 58
Snowflake recommends, as a minimize, that all users with the following roles(s) should be enrolled in Multi-Factor
Authentication (MFA):
A. SECURITYADMIN, ACCOUNTADMIN, PUBLIC, SYSADMIN
B. SECURITYADMIN ACCOUNTADMIN, SYSADMIN
C. SECURITYADMIN, ACCOUNTADMIN
D. ACCOUNTADMIN
Answer: D
Explanation:
Reference: https://docs.snowflake.com/en/user-guide/security-mfa.html
Question: 59
True or False: Data in Fail-safe can be deleted by a user or the Snowflake team before it expires.
A. True
B. False
Answer: B
Explanation:
Reference: https://blog.knoldus.com/ksnow-time-travel-and-fail-safe-in-snowflake/
Question: 60
Which of the following are valid Snowflake Virtual Warehouse Scaling Policies? (Choose two.)
A. Custom
B. Economy
C. Optimized
D. Standard
Answer: B,D
Explanation:
Reference: https://community.snowflake.com/s/article/Snowflake-Visualizing-Warehouse-Performance
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COF-C01 SnowPro exam success
COF-C01 SnowPro exam success :: Article CreatorFor examination success, enhanced to move via the booklet
by PAUL KENDALL, daily Mail
teachers and fogeys have long suspected it. however now the experts have tested that books are more desirable than computer systems at assisting babies move tests.
Researchers discovered that the link with first rate effects turned into pretty much twice as powerful for books as it became for computers.
They examined how spending on books by means of 800 primary colleges affected the grades that 11-12 months-olds received in countrywide tests in English, mathematics and science.
The team, from research company statistics for education, then in comparison their consequences with the same examination of spending on tips and communication expertise by using government computer company BECTA.
They found the correlation between an increase in spending on books and improved grades changed into twice that of the correlation between an increase in spending on computer systems and a success examination outcomes.
'good ICT materials may additionally aid to carry specifications however it appears as even though average faculty books help much more,' talked about chief researcher Roger Watson.
'there is a clear and positive relationship between the quantity spent on books and Key Stage 2 success. The likelihood of this being due to chance is very small indeed.'
Heads have supported the findings, which have been posted on behalf of The Publishers' association.
Christine du Feu, of North Wheatley CE simple college, in Nottinghamshire, referred to books were the teacher's 'first device' and 'main line of defence'.
She spoke of: 'although decent a pc may be, using it isn't the same as a guardian sitting right down to examine with a child on the settee at domestic. a pc is never going to be as tactile and comforting as a booklet.'
Michael Bell, head trainer of Crofton First school, in Northumberland, pointed out books helped infants's creativity.
He mentioned: 'ICT is like television in that it provides the photos and does every thing for you. How can toddlers's imaginations prosper in case you stick them in entrance of a television or a computer?
'ICT is mind-numbing and must be carefully used in school.'
A record from college requirements watchdog Ofsted past this month said schools had been failing to make the most appropriate use of computers, regardless of an funding of essentially £1billion. It said many academics had been no longer adequately knowledgeable and scholars wasted time looking the web with out a true realizing of what they were hunting for.
The Ofsted researchers concluded computer systems have been having simplest a 'variable' impact on improving lecture room specifications.
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