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Chapter 1: Features of the Snowflake AI Data Cloud

Chapter 2: Snowflake tools and user interfaces

Chapter 3: Outline Snowflake catalog and objects

Chapter 4: Outline Snowflake storage

Chapter 5: Outline security principles

Chapter 6: Define the entities and roles that are used in Snowflake

Chapter 7: Outline data governance capabilities in Snowflake

Chapter 8: Explain the use of the Query Profile

Chapter 9: Performance and Cost Optimization

Chapter 10: Optimize query performance

Chapter 11: Understanding and exploring the costs of different Snowflake features and services

Chapter 12: Cost optimization concepts and best practices in Snowflake

Chapter 13: Monitor and control costs

Chapter 14: Attribute costs

Chapter 15: Define and best practices that should be considered when loading data

Chapter 16: Outline different commands used to load data and when they should be used

Chapter 17: File size and formats

Chapter 18: Outline the different commands used to unload data and when they should be used

Chapter 19: Data Transformations-Explain how to work with structured data

Chapter 20: Data Transformations-Explain how to work with semi-structured data

Chapter 21: Data Transformations-Explain how to work with unstructured data

Chapter 22: Data Protection and Data Sharing-Outline Continuous Data Protection with Snowflake

Chapter 23: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities

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