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Reference: https://learn.snowflake.com/en/certifications/snowpro-core/
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| Section | Weight | Objectives |
|---|---|---|
| Snowflake AI Data Cloud Architecture & Features | 25% | - Three-layer architecture (Storage, Compute, Cloud Services) - Snowflake editions and cloud platform support - Virtual warehouses and scaling - Structured, semi-structured, and unstructured data support - Micro-partitions, clustering, and caching |
| Data Protection and Sharing | 10% | - Snowflake Marketplace - Data retention and recovery - Secure data sharing - Reader accounts and data clean rooms |
| Data Transformations | 20% | - Dynamic tables and data pipelines - SQL and DDL/DML operations - Cloning, Time Travel, and Fail-safe - Working with semi-structured data |
| Performance Concepts | 15% | - Query optimization and profiling - Search optimization service - Cost management and monitoring - Warehouse sizing and concurrency |
| Data Loading and Unloading | 10% | - Data unloading and export - Continuous loading (Snowpipe) - Bulk loading methods - File formats and stages |
| Account Access and Security | 20% | - Account management and monitoring - Privileges, grants, and ownership - Role-Based Access Control (RBAC) - Encryption and data protection - Authentication and network policies |
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