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Introduction Modern data platforms have evolved significantly over the last decade. Organizations that once relied on traditional ETL systems are now adopting cloud-native architectures built around scalable processing engines, cloud storage, and open data formats. Technologies such as Apache Spark, Delta Lake, Databricks, and DBT have played an important role in this transformation by enabling […]