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    Welcome!
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    Course Outline
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    How to benefit best from the course?
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    Sign up for free trial
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    Getting to know the interface
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    Snowflake architecture
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    Setting up virtual warehouses
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    Scaling policy
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    Exploring tables & databases
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    Loading data in snowflake
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    What is a data warehouse?
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    Cloud computing
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    Snowflake editions
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    Snowflake pricing
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    Consumption of credits
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    Roles in snowflake
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    Loading methods
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    Understanding stages
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    Creating stage
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    COPY command
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    Transforming data
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    More transformations
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    Copy options & ON_ERROR
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    File format object
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    Summary
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    Understanding copy options
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    VALIDATION_MODE
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    Working with rejected records
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    SIZE_LIMIT
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    RETURN_FAILED_ONLY
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    TRUNCATECOLUMNS
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    FORCE
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    Load history
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    High-level steps
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    Our data
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    Creating stage & raw file
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    Parsing JSON
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    Handling nested data
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    Dealing with hierarchy
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    Insert final data
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    Querying PARQUET data
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    Loading PARQUET data
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    Performance in Snowflake
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    Create dedicated virtual warehouse
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    Implement dedicated virtual warehouse
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    Scaling up
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    Scaling out
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    Caching - Theory
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    Maximize Caching
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    Clustering - Theory
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    Clustering - Pracitice
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    Sign up for free trial
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    Creating S3 bucket
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    Upload files in S3
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    Creating policy
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    Creating integration object
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    Loading from S3
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    Handle JSON
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    Sign up for free trial
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    Create a storage account
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    Create a container
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    Create integration object
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    Create stage object
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    Load CSV file
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    Load JSON file
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    Sign up for free trial
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    Create a bucket
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    Create integration object
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    Create stage
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    Query & load data
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    Unload data
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    What is Snowpipe?
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    High-level steps
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    Creating stage
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    Creating pipe
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    Configure pipe & notifications
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    Error handling
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    Manage pipes
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    Using time travel
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    Restoring data
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    UNDROP tables
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    Retention time
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    Time travel cost
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    Understanding Fail Safe
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    Fail Safe storage
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    Different table types
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    Permanent tables & databases
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    Transient tables & databases
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    Temporary tables & databases
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    Understanding Zero-Copy Cloning
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    Cloning tables
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    Cloning schemas & databases
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    Cloning with time travel
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    Swapping tables
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    Understanding data sharing
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    Using data sharing
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    Create share through the interface
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    Sharing with non-snowflake users
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    Creating a reader account
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    Creating a database from share
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    Set up users for share
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    Sharing database & schema
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    Secure vs. normal view
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    Sharing a secure view
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    Why data sampling?
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    Methods of data sampling
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    Sampling data: Hands-on
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    Understanding tasks
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    Creating tasks
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    Using CRON
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    Understand tree of tasks
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    Creating trees of tasks
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    Calling a stored procedure
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    Task history & error handling
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    Tasks with condition
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    Understanding streams
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    INSERT operation
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    UPDATE operation
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    DELETE operation
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    Process all data changes
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    Combine streams & tasks
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    Types of streams
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    Changes clause
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    Understand materialized views
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    Using materialized views
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    Refresh materialized views
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    Maintenance costs
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    When to use materialized views
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    Limitations
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    Understanding data masking
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    Creating a masking policy
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    Unset & replace policy
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    Alter an existing policy
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    Real life examples
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    Key concepts
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    Roles overview
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    ACCOUNTADMIN
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    ACCOUNTADMIN in practice
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    SECURITYADMIN
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    SECURITYADMIN in practice
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    SYSADMIN
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    SYSADMIN in practice
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    Custom roles
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    Custom roles in practice
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    USERADMIN
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    USERADMIN in practice
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    PUBLIC
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    Data Visualization
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    Download & install Power BI
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    Connect Power BI & Snowflake
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    Working in Power BI
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    Download & install Tableau
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    Connect Tableau & Snowflake
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    Connecting to other tools
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    Connect to ETL tool
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    Best practices
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    Virtual warehouses
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    Table design
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    Monitoring
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    Retention period