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| Section | Weight | Objectives |
|---|---|---|
| Data Loading & Unloading | 15% | - Bulk loading with COPY command - File formats (JSON, CSV, Parquet, AVRO) - Continuous loading with Snowpipe - Data unloading and staging - Data ingestion best practices |
| Data Sharing | 12% | - Private sharing vs. Data Exchange - Data listing marketplace - Shares and reader accounts - Reader account management |
| Databases, Tables & Views | 18% | - Table types (permanent, transient, temporary) - Data manipulation (DML operations) - Views (standard, materialized, secure) - Column types and sequences - Stored procedures and UDFs - Clustering and micro-partitions |
| Security & Access Control | 10% | - Authentication (SSO, MFA) - Row-level and column-level security - Authorization (roles, privileges) - Masking policies - Governance best practices |
| Performance Optimization & Monitoring | 4% | - Query profiling and performance tuning - Resource optimization techniques - Query history and monitoring |
| Time Travel & Cloning | 10% | - UNDROP and historical data access - Zero-copy cloning - Time travel concepts and retention - Fail-safe concepts |
| Account Objects | 8% | - Warehouses, databases, and schemas hierarchy - Organizations and accounts structure - Resource monitors |
| Semi-Structured Data | 10% | - VARIANT data type - Array and object operations - Parsing and flattening semi-structured data |
| Virtual Warehouses | 15% | - Warehouse sizing and scaling - Multi-cluster warehouses - Cache concepts (warehouse, result, metadata) - Warehouse monitoring and troubleshooting - Warehouse creation and configuration |
| Cloud Platform Overview & Snowflake Key Concepts | 8% | - Snowflake editions and features - Snowflake architecture layers (storage, compute, services) - Virtual warehouse concepts and credit usage |
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NEW QUESTION # 344
Which Snowflake partner specializes in data catalog solutions?
Answer: A
Explanation:
Alation is known for specializing in data catalog solutions and is a partner of Snowflake. Data catalog solutions are essential for organizations to effectively manage their metadata and make it easily accessible and understandable for users, which aligns with the capabilities provided by Alation.
References:
[ COF-C03 ] SnowPro Core Certification Exam Study Guide
Snowflake's official documentation and partner listings
NEW QUESTION # 345
Which Snowflake tool would be BEST to troubleshoot network connectivity?
Answer: B
Explanation:
SnowCD (Snowflake Connectivity Diagnostic Tool) is the best tool provided by Snowflake for troubleshooting network connectivity issues.It helps diagnose and resolve issues related to connecting to Snowflake services
https://docs.snowflake.com/en/user-guide/snowcd.html#:~:text=SnowCD%20(i.e.%20Snowflake%20Connectivity%20Diagnostic,their%20network%20connection%20to%20Snowflake.
NEW QUESTION # 346
How would you determine the size of the virtual warehouse used for a task?
Answer: A
Explanation:
The size of the virtual warehouse for a task can be configured to handle concurrency automatically using a Multi-cluster warehouse (MCW). This is because tasks are designed to run their body on a schedule, and MCW allows for scaling compute resources to match the task's execution needs without manual intervention. References: [ COF-C03 ] SnowPro Core Certification Exam Study Guide
NEW QUESTION # 347
When sharing data among multiple Snowflake accounts, what charges are incurred by a data consumer when viewing shared data using their own account?
Answer: B
NEW QUESTION # 348
Which command can be used to unload data into an external named stage in Snowflake?
Answer: C
NEW QUESTION # 349
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