Databricks is a data platform that combines data warehousing, data lakes, and machine learning in one place—built on Apache Spark for teams doing analytics and AI work. It lets you write code once in Python, SQL, or R and run it across massive datasets without managing infrastructure, which most traditional data warehouses still make you do.