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1. Exam Overview
2. Snowflake Architecture and Overview
3. Kafka Connectors and Client Drivers
4. Loading Data in Snowflake
5. Data Unloading from Snowflake
6. Tables and Views
7. Clustering and Micro-partitions
8. Cloning
9. Secure Data Sharing
10. Semi-structured Data
11. Time Travel and Fail Safe
12. Continuous Data Pipeline
13. Data Replication and Failovers
14. Managing Account and Security
15. Query Profile and Tuning
16. Performance and Resource Optimization
17. Snowflake Best Practices.

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