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Understanding functional and technical aspects of Data Quality 10 Developer, Professional Certification

The following will be discussed in SNOWFLAKE SNOWPRO CORE exam dumps:

  • Cloud Services
  • Interface & Connectivity
  • Data Protection
  • Snowflake Regions
  • Snowflake Release
  • Snowflake Pricing & Regions
  • Cloud Platform
  • Database Storage
  • Data Lifecycle
  • Connector Ecosystem
  • Snowflake WebUI
  • Snowflake Editions & Pricing
  • Query Processing
  • Partner Connector Ecosystem
  • SnowSQL (CLI)
  • Snowflake Architecture

Reference: https://learn.snowflake.com/en/certifications/snowpro-core/

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Understanding functional and technical aspects of SnowPro Core Certification

The following will be discussed in SNOWFLAKE SNOWPRO CORE exam dumps:

  • Data Loading
  • Metadata
  • Time Travel, Fail Safe
  • Federated Authentication & SSO
  • Storage Monitoring
  • Table Types, File Formats
  • Multi-Factor-Authentication (MFA)
  • Stages, file format,pipe
  • Data Storages - Cost & Retention
  • Continuous Load Options - Snowpipe
  • Clustering
  • Error handling & Troubleshooting
  • Loading Consideration & Load Management
  • Continuous Data Protection
  • Security - Network Policies
  • Data Encryption

Snowflake SnowPro-Core Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Snowflake Architecture and Data Cloud Concepts25%- Data Cloud fundamentals
  • 1. Shared data architecture
    • 2. Separation of storage and compute
      - Snowflake architecture overview
      • 1. Compute layer (virtual warehouses)
        • 2. Storage layer
          • 3. Cloud services layer
            Topic 2: Data Loading and Unloading20%- Data export
            • 1. UNLOAD operations
              - Data ingestion
              • 1. Stages (internal/external)
                • 2. COPY INTO command
                  Topic 3: Performance and Optimization15%- Query performance
                  • 1. Caching mechanisms
                    • 2. Query profiling
                      - Virtual warehouse optimization
                      • 1. Scaling strategies
                        Topic 4: Account Access and Security10%- Authentication and authorization
                        • 1. Roles and privileges
                          • 2. User management
                            - Data security features
                            • 1. Network policies
                              • 2. Encryption
                                Topic 5: Data Sharing and Marketplace10%- Secure data sharing
                                • 1. Shares and consumers
                                  - Snowflake Marketplace
                                  • 1. Data exchange concepts
                                    Topic 6: Data Transformation and Processing20%- SQL processing
                                    • 1. Joins and subqueries
                                      • 2. SELECT queries
                                        - Data pipelines
                                        • 1. Data transformation workflows
                                          • 2. Streams and tasks

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