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Preparation Guide for SnowPro Core Certification
Introduction for SnowPro Core Certification
SnowPro Core Certified individuals have demonstrated the knowledge necessary to apply specific core expertise in the marketplace with customers implementing and migrating to Snowflake. A SnowPro Core Certified individual has a thorough understanding of Snowflake as a cloud data warehouse and has the knowledge necessary to design, develop and manage secure, scalable Snowflake solutions to drive business objectives.
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Snowflake is a cloud data platform built from the ground up for the cloud. Snowflake is built on a patented, multi-cluster, shared data architecture created for the cloud to revolutionize data warehousing, data lakes, data analytics and a host of other use cases.
Snowflake is a single platform comprised of storage, compute, and services layers that are logically integrated but scale infinitely and independent from one another.
Snowflake is a SaaS solution and is maintained by Snowflake and not the customer. Snowflake manages the services, compute, and storage layers. Data is only accessible via SQL in Snowflake. Snowflake can be deployed within AWS, Azure or GCP although not in customer controlled accounts.
Reference: https://learn.snowflake.com/en/certifications/snowpro-core/
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Transformations | 20% | - Cloning, Time Travel, and Fail-safe - Working with semi-structured data - SQL and DDL/DML operations - Dynamic tables and data pipelines |
| Topic 2: Performance Concepts | 15% | - Cost management and monitoring - Search optimization service - Warehouse sizing and concurrency - Query optimization and profiling |
| Topic 3: Snowflake AI Data Cloud Architecture & Features | 25% | - Virtual warehouses and scaling - Structured, semi-structured, and unstructured data support - Snowflake editions and cloud platform support - Micro-partitions, clustering, and caching - Three-layer architecture (Storage, Compute, Cloud Services) |
| Topic 4: Account Access and Security | 20% | - Authentication and network policies - Encryption and data protection - Role-Based Access Control (RBAC) - Privileges, grants, and ownership - Account management and monitoring |
| Topic 5: Data Protection and Sharing | 10% | - Reader accounts and data clean rooms - Secure data sharing - Data retention and recovery - Snowflake Marketplace |
| Topic 6: Data Loading and Unloading | 10% | - Continuous loading (Snowpipe) - Bulk loading methods - File formats and stages - Data unloading and export |
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