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provide free, guided tutorials on implementing data modeling patterns in Snowflake, including Data Vault hubs, links, and satellites, hashing strategies, and performance aids.

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Snowflake natively supports semi-structured data types (JSON, Avro, ORC, Parquet, XML). The platform provides built-in functions for parsing, flattening, and querying nested structures, eliminating the need for complex ETL preprocessing. You can read and transform semi-structured data, including hierarchies, using pre-built recipes and examples. provide free, guided tutorials on implementing data modeling

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: Offers free "Hands On Essentials" workshops where you can earn badges by completing lab work graded by an automated system. Visit Snowflake Training .