The Intelligent Future of Data Warehouses and Delta Lake - Structured Streaming with PySPARK

Explore a comprehensive technical presentation that traces the evolution of data warehouse architectures, from ancient Egyptian warehouses to modern Lake House architectures on Databricks. Learn about advanced data management concepts including Delta Lake, Unified Catalog, Delta Live Tables, and Apache Iceberg while discovering how these technologies create value in modern data ecosystems. Dive into practical implementations with three code examples showcasing SPARK, SQL, and PySpark applications. Understand why Apache SPARK has become the backbone of data processing for 80% of Fortune 500 companies, and examine the progression from traditional warehousing through Data Lakes to Big Query ML and Data Science solutions at petabyte scale. Master structured streaming concepts and discover how the combination of intelligent DATA and AI is transforming the landscape of data warehousing.