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Chapter 1: features of the Snowflake AI Data Cloud.-Interoperable storage
Chapter 2: features of the Snowflake AI Data Cloud.-Elastic compute
Chapter 3: features of the Snowflake AI Data Cloud.-Snowflake’s layers
Chapter 4: features of the Snowflake AI Data Cloud.-Overview of Snowflake editions
Chapter 5: Snowflake tools and user interfaces.-Snowsight
Chapter 7: Snowflake tools and user interfaces.-Snowflake connectors
Chapter 8: Snowflake tools and user interfaces.-Snowflake drivers
Chapter 9: Snowflake tools and user interfaces.-Snowpark
Chapter 10: Snowflake tools and user interfaces.-SnowCD
Chapter 11: Snowflake tools and user interfaces.-Streamlit in Snowflake
Chapter 12: Snowflake tools and user interfaces.-Cortex (AI/ML services)
Chapter 13: Snowflake tools and user interfaces.-Snowflake SQL API
Chapter 14: Outline Snowflake’s catalog and objects.-Databases
Chapter 15: Outline Snowflake’s catalog and objects.-Stages
Chapter 16: Outline Snowflake’s catalog and objects.-Schema types
Chapter 17: Outline Snowflake’s catalog and objects.-Table types
Chapter 18: Outline Snowflake’s catalog and objects.-View types
Chapter 19: Outline Snowflake’s catalog and objects.-Data types
Chapter 20: Outline Snowflake’s catalog and objects.-User Defined Functions (UDFs)
Chapter 21: Outline Snowflake’s catalog and objects.-User Defined Table Functions (UDTFs)
Chapter 22: Outline Snowflake’s catalog and objects.-Stored procedures
Chapter 23: Outline Snowflake’s catalog and objects.-Streams
Chapter 24: Outline Snowflake’s catalog and objects.-Tasks
Chapter 25: Outline Snowflake’s catalog and objects.-Pipes
Chapter 27: Outline Snowflake’s catalog and objects.-Sequences
Chapter 28: Outline Snowflake storage .-Micro-partitions
Chapter 29: Outline Snowflake storage .-Data clustering
Chapter 30: Outline Snowflake storage .-Data storage monitoring
Chapter 31: Outline security principles.-Network security and policies
Chapter 32: Outline security principles.-Multi-Factor Authentication (MFA) enforcement
Chapter 33: Outline security principles.-Federated authentication
Chapter 34: Outline security principles.-Key pair authentication
Chapter 35: Outline security principles.-Single Sign-On (SSO)
Chapter 36: Define the entities and roles that are used in Snowflake.-Overview of access control-Access control frameworks
Chapter 37: Define the entities and roles that are used in Snowflake.-Overview of access control-Access control privileges
Chapter 38: Define the entities and roles that are used in Snowflake.-Outline how privileges can be granted and revoked
Chapter 39: Outline data governance capabilities in Snowflake.-Accounts
Chapter 40: Outline data governance capabilities in Snowflake.-Organizations
Chapter 41: Outline data governance capabilities in Snowflake.-Secure views
Chapter 42: Outline data governance capabilities in Snowflake.-Secure functions
Chapter 43: Outline data governance capabilities in Snowflake.-Information schemas
Chapter 44: Outline data governance capabilities in Snowflake.-Access history-Tracking read/write operations
Chapter 45: Outline data governance capabilities in Snowflake.-Overview of row/column-level security
Chapter 46: Outline data governance capabilities in Snowflake.-Object tags
Chapter 47: Outline data governance capabilities in Snowflake.-Explain role hierarchy and privilege inheritance
Chapter 48: Performance and Cost Optimization -Explain the use of the Query Profile.-Explain plans
Chapter 49: Performance and Cost Optimization -Explain the use of the Query Profile.-Data spilling
Chapter 50: Performance and Cost Optimization -Explain the use of the Query Profile.-Use of the data cache
Chapter 51: Performance and Cost Optimization -Explain the use of the Query Profile.-Micro-partition pruning
Chapter 52: Performance and Cost Optimization -Explain the use of the Query Profile.-Query history
Chapter 53: Performance and Cost Optimization -Explain virtual warehouse configurations .-Types of warehouses
Chapter 55: Performance and Cost Optimization -Explain virtual warehouse configurations .-Multi-clustering warehouses-Scaling modes
Chapter 56: Performance and Cost Optimization -Explain virtual warehouse configurations .-Warehouse sizing
Chapter 57: Performance and Cost Optimization -Explain virtual warehouse configurations .-Warehouse settings and access
Chapter 58: Performance and Cost Optimization -Outline virtual warehouse performance tools.-Monitoring warehouse loads
Chapter 59: Performance and Cost Optimization -Outline virtual warehouse performance tools.-Scaling up compared to scaling out
Chapter 60: Performance and Cost Optimization -Outline virtual warehouse performance tools.-Query acceleration service
Chapter 61: Performance and Cost Optimization -Optimize query performance.-Describe the use of materialized views
Chapter 62: Performance and Cost Optimization -Optimize query performance.-Use of specific SELECT commands
Chapter 63: Performance and Cost Optimization -Optimize query performance.-Clustering
Chapter 64: Performance and Cost Optimization -Optimize query performance.-Search optimization service
Chapter 65: Performance and Cost Optimization -Optimize query performance.-Persisted query results
Chapter 66: Performance and Cost Optimization -Optimize query performance.-Understanding the impact of different types of caching-Metadata cache
Chapter 67: Performance and Cost Optimization -Optimize query performance.-Understanding the impact of different types of caching-Result cache
Chapter 68: Performance and Cost Optimization -Optimize query performance.-Understanding the impact of different types of caching-Warehouse cache
Chapter 69: Understanding and exploring the costs of different Snowflake features and services-Cost insights feature in Snowsight
Chapter 70: Understanding and exploring the costs of different Snowflake features and services-Use of different table types and sizes
Chapter 71: Understanding and exploring the costs of different Snowflake features and services-Use of views
Chapter 72: Understanding and exploring the costs of different Snowflake features and services-Use of search optimization paths
Chapter 73: Understanding and exploring the costs of different Snowflake features and services-Storage costs
Chapter 75: Understand and explore cloud services costs in Snowflake
Chapter 76: Costs considerations when using serverless features
Chapter 79: Monitor and control costs-Resource monitors
Chapter 80: Monitor and control costs-Snowflake Budgets service
Chapter 81: Attribute costs-Cost center tagging
Chapter 82: Attribute costs-Use of the ACCOUNT_USAGE schema
Chapter 83: Data Loading and Unloading-Define and best practices that should be considered when loading data.-Stages and stage types
Chapter 84: Data Loading and Unloading-Define and best practices that should be considered when loading data.-File size and formats
Chapter 85: Data Loading and Unloading-Define and best practices that should be considered when loading data.-Folder structures
Chapter 86: Data Loading and Unloading-Define and best practices that should be considered when loading data.-Ad hoc/bulk loading
Chapter 87: Data Loading and Unloading-Define and best practices that should be considered when loading data.-Snowpipe
Chapter 88: Data Loading and Unloading-Outline different commands used to load data and when they should be used.-CREATE STAGE
Chapter 89: Data Loading and Unloading-Outline different commands used to load data and when they should be used.-CREATE FILE FORMAT
Chapter 90: Data Loading and Unloading-Outline different commands used to load data and when they should be used.-CREATE PIPE
Chapter 91: Data Loading and Unloading-Outline different commands used to load data and when they should be used.-CREATE EXTERNAL TABLE
Chapter 92: Data Loading and Unloading-Outline different commands used to load data and when they should be used.-COPY INTO
Chapter 94: Data Loading and Unloading-Outline different commands used to load data and when they should be used.-PUT
Chapter 95: Data Loading and Unloading-Outline different commands used to load data and when they should be used.-VALIDATE
Chapter 96: Data Loading and Unloading-.-File size and formats-Overview of compression methods-Empty strings and NULL values
Chapter 97: Data Loading and Unloading-.-File size and formats-Overview of compression methods-Unloading to a single file
Chapter 98: Data Loading and Unloading-.-File size and formats-Overview of compression methods-Unloading relational tables
Chapter 99: Data Loading and Unloading-Outline the different commands used to unload data and when they should be used.-GET
Chapter 100: Data Loading and Unloading-Outline the different commands used to unload data and when they should be used.-LIST
Chapter 101: Data Loading and Unloading-Outline the different commands used to unload data and when they should be used.-COPY INTO
Chapter 102: Data Loading and Unloading-Outline the different commands used to unload data and when they should be used.-CREATE STAGE
Chapter 103: Data Loading and Unloading-Outline the different commands used to unload data and when they should be used.-CREATE FILE FORMAT
Chapter 104: Data Transformations-Explain how to work with structured data.-Estimation functions
Chapter 105: Data Transformations-Explain how to work with structured data.-Sampling-SAMPLE command
Chapter 106: Data Transformations-Explain how to work with structured data.-Sampling-/TABLESAMPLE command
Chapter 107: Data Transformations-Explain how to work with structured data.-Sampling-Sampling methods-Fraction-based
Chapter 108: Data Transformations-Explain how to work with structured data.-Sampling-Sampling methods-Fixed-size
Chapter 109: Data Transformations-Explain how to work with structured data.-Supported function types-System functions
Chapter 110: Data Transformations-Explain how to work with structured data.-Supported function types-Table functions
Chapter 111: Data Transformations-Explain how to work with structured data.-Supported function types-External functions
Chapter 112: Data Transformations-Explain how to work with structured data.-Supported function types-User-Defined Functions (UDFs)
Chapter 113: Data Transformations-Explain how to work with structured data.-Stored procedures
Chapter 114: Data Transformations-Explain how to work with structured data.-Streams
Chapter 115: Data Transformations-Explain how to work with structured data.-Tasks
Chapter 116: Data Transformations-Explain how to work with semi- structured data.-Supported data formats, data types, and sizes
Chapter 117: Data Transformations-Explain how to work with semi- structured data.-VARIANT column
Chapter 118: Data Transformations-Explain how to work with semi- structured data.-Flattening the nested structure-FLATTEN command
Chapter 119: Data Transformations-Explain how to work with semi- structured data.-Flattening the nested structure-LATERAL FLATTEN command
Chapter 120: Data Transformations-Explain how to work with semi- structured data.-Semi-structured data functions-ARRAY/OBJECT creation and manipulation
Chapter 121: Data Transformations-Explain how to work with semi- structured data.-Semi-structured data functions-Extracting values
Chapter 122: Data Transformations-Explain how to work with semi- structured data.-Semi-structured data functions-Type predicates
Chapter 123: Data Transformations-Explain how to work with unstructured data.-Define and use directory tables
Chapter 124: Data Transformations-Explain how to work with unstructured data.-SQL file functions
Chapter 125: Data Transformations-Explain how to work with unstructured data.-Types of URLs used to access data files
Chapter 126: Data Transformations-Explain how to work with unstructured data.-Processing unstructured data-User-Defined Functions (UDFs) for unstructured data analysis
Chapter 127: Data Transformations-Explain how to work with unstructured data.-Processing unstructured data-Stored procedure
Chapter 128: Data Protection and Data Sharing-Outline Continuous Data Protection with Snowflake.-Time Travel
Chapter 129: Data Protection and Data Sharing-Outline Continuous Data Protection with Snowflake.-Fail-safe
Chapter 130: Data Protection and Data Sharing-Outline Continuous Data Protection with Snowflake.-Data encryption
Chapter 131: Data Protection and Data Sharing-Outline Continuous Data Protection with Snowflake.-Cloning
Chapter 132: Data Protection and Data Sharing-Outline Continuous Data Protection with Snowflake.-Replication and failover
Chapter 133: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities.-Account types
Chapter 134: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities.-Snowflake Marketplace
Chapter 135: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities.-Data Exchange
Chapter 136: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities.-Access control options-DDL commands to create and manage shares
Chapter 137: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities.-Access control options-Privileges required for working with shares
Chapter 138: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities.-Secure Data Sharing-Direct shares
Chapter 139: Data Protection and Data Sharing-Outline Snowflake data sharing capabilities.-Secure Data Sharing-Data listings

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