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Dbt model Automation compared to WH Automation framework

What you will learn

📥 Loading raw CSV data into Snowflake using Airbyte, configuring a file connector, and setting up a manual refresh for data loading.

🔍 How Airbyte loads data into a JSON variant column, making it more resilient to schema changes.

🛠 Creating initial YAML and SQL files using dbt coves by inspecting available tables in Snowflake.

🧩 Transforming raw data into structured models using the dbt_utils.surrogate_key macro to create a primary key.

🖥 Materializing data in Snowflake, running dbt models in VS Code, and previewing the transformed data.

🌐 Overview of Datacoves as a turnkey solution for modern data stack tools such as dbt, Airbyte, and Airflow, with flexibility for other tool integrations.

Speakers

Noel Gomez
Datacoves Co-founder | 15+ Data Platform Expert

End-to-end data analytics with Managed dbt and Airflow

Don’t let platform limitations or maintenance overhead hold you back.

Noel gomez

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Datacoves is an enterprise DataOps platform with Managed dbt and Airflow for data transformation and orchestration, as well as VS Code in the browser for development

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Apache, Apache Airflow, Airflow, Apache Superset, the Airflow logo, the Apache feather logo, Superset, and the Superset logo are trademarks of the Apache Software Foundation. Dbt, dbt core, dbt logo are trademarks of the dbt Labs, Inc. Airbyte, Airbyte logo are trademarks of the Airbyte, Inc. Snowflake, Snowflake logo are trademarks of the Snowflake Inc.