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