Databricks

Unified analytics engine for large-scale data processing with built-in modules for streaming, SQL, machine learning and graph processing

How columnar storage optimizes analytical workloads and compression

Apache Spark, Flink batch, and modern dataflow architectures

Extract-Transform-Load vs Extract-Load-Transform patterns