Data ingestion, integration and transformation. Formats: Sources: - SQL databases (SQL Server, Oracle, MySQL, Teradata, PostgreSQL, SQLite, etc.) - NoSQL databases (MongoDB, CosmosDB, etc.) - Big Data (Hadoop, Spark, Databricks, etc.) - Clouds (AWS, Azure, Google, etc.)