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Snowflake SnowPro-Core Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Transformations15-20%- SQL and Data Processing
  • 1. Stored Procedures
  • 2. Streams and Tasks
  • 3. DML Operations
- Semi-Structured Data
  • 1. XML and Avro Support
  • 2. VARIANT Data Type
  • 3. JSON Processing
Topic 2: Snowflake Platform Features and Architecture25-30%- User Interfaces and Connectivity
  • 1. Drivers and Connectors
  • 2. Snowsight
  • 3. SnowSQL
- Snowflake Architecture
  • 1. Compute Layer
  • 2. Cloud Services Layer
  • 3. Storage Layer
- Platform Features
  • 1. Data Cloud
  • 2. Zero-Copy Cloning
  • 3. Data Sharing
  • 4. Time Travel
  • 5. Marketplace
Topic 3: Performance Concepts10-15%- Query Performance
  • 1. Micro-Partitions
  • 2. Caching
  • 3. Clustering Concepts
- Virtual Warehouses
  • 1. Warehouse Sizing
  • 2. Concurrency and Scaling
  • 3. Auto Suspend and Resume
Topic 4: Data Loading and Unloading10-20%- Data Export
  • 1. External Locations
  • 2. Unload Operations
- Data Ingestion
  • 1. Stages
  • 2. Snowpipe
  • 3. Bulk Loading
Topic 5: Account and Security20-25%- Authentication and Security
  • 1. Multi-Factor Authentication
  • 2. Federated Authentication
  • 3. Network Policies
- Access Control
  • 1. Role-Based Access Control (RBAC)
  • 2. User Management
  • 3. Privileges and Roles
- Data Protection
  • 1. Data Masking
  • 2. Row Access Policies
  • 3. Encryption
Topic 6: Data Protection and Data Sharing10-15%- Business Continuity
  • 1. Fail-safe
  • 2. Replication
  • 3. Time Travel
- Data Sharing
  • 1. Marketplace Listings
  • 2. Secure Data Sharing
  • 3. Reader Accounts

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Snowflake SnowPro Core Certification Exam Sample Questions (Q100-Q105):

NEW QUESTION # 100
A tabular User-Defined Function (UDF) is defined by specifying a return clause that contains which keyword?

Answer: D

Explanation:
In Snowflake, a tabular User-Defined Function (UDF) is defined with a return clause that includes the keyword "TABLE." This indicates that the UDF will return a set of rows, which can be used in the FROM clause of a query. References: Based on my internal knowledge as of 2021.


NEW QUESTION # 101
A user has unloaded data from a Snowflake table to an external stage.
Which command can be used to verify if data has been uploaded to the external stage named my_stage?

Answer: C


NEW QUESTION # 102
Where would a Snowflake user find information about query activity from 90 days ago?

Answer: B

Explanation:
To find information about query activity from 90 days ago, a Snowflake user should use the account_usage.query_history_archive view. This view is designed to provide access to historical query data beyond the default 14-day retention period found in the standard query_history view. It allows users to analyze and audit past query activities for up to 365 days after the date of execution, which includes the
90-day period mentioned.
References:
* [COF-C02] SnowPro Core Certification Exam Study Guide
* Snowflake Documentation on Account Usage Schema1


NEW QUESTION # 103
Increasing the maximum number of clusters in a Multi-Cluster Warehouse is an example of:

Answer: B

Explanation:
https://docs.snowflake.com/en/user-guide/warehouses-considerations.html#scaling-up-vs-scaling-out
"Scale out by adding warehouses to a multi-cluster warehouse"


NEW QUESTION # 104
True or False: Loading data into Snowflake requires that source data files be no larger than 16MB.

Answer: B

Explanation:
Explanation
By default, COPY INTO location statements separate table data into a set of output files to take advantage of parallel operations. The maximum size for each file is set using the MAX_FILE_SIZE copy option. The default value is 16777216 (16 MB) but can be increased to accommodate larger files. The maximum file size supported is 5 GB for Amazon S3, Google Cloud Storage, or Microsoft Azure stages. To unload data to a single output file (at the potential cost of decreased performance), specify the SINGLE = true copy option in your statement. You can optionally specify a name for the file in the path.


NEW QUESTION # 105
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