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Snowflake SnowPro-Core Exam Syllabus Topics:

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

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Snowflake SnowPro Core Certification Exam Sample Questions (Q201-Q206):

NEW QUESTION # 201
A company needs to allow some users to see Personally Identifiable Information (PII) while limiting other users from seeing the full value of the PII.
Which Snowflake feature will support this?

Answer: B


NEW QUESTION # 202
Snowflake supports the use of external stages with which cloud platforms? (Choose three.)

Answer: C,E,F


NEW QUESTION # 203
What information is found within the Statistic output in the Query Profile Overview?

Answer: A

Explanation:
The Statistic output in the Query Profile Overview of Snowflake provides detailed insights into the performance of different parts of the query. Specifically, it highlights the "Most expensive nodes," which are the operations or steps within the query execution that consume the most resources, such as CPU and memory.
Identifying these nodes helps in pinpointing performance bottlenecks and optimizing query execution by focusing efforts on the most resource-intensive parts of the query.
References:
* Snowflake Documentation on Query Profile Overview: It details the components of the profile overview, emphasizing how to interpret the statistics section to improve query performance by understanding which nodes are most resource-intensive.


NEW QUESTION # 204
Which object allows you to limit the number of credits consumed within a Snowflake account?
Select one.

Answer: A

Explanation:
Explanation
The time travel data retention can be overwritten at the table level "When creating a table, schema, or database, the account default can be overridden using the DATA_RETENTION_TIME_IN_DAYS parameter in the command."


NEW QUESTION # 205
Which of the following statements are true of VALIDATION_MODE in Snowflake? (Choose two.)

Answer: B,D

Explanation:
Reference: https://docs.snowflake.com/en/user-guide/data-load-bulk-ts.html


NEW QUESTION # 206
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