Databricks is a unified analytics platform designed for big data and machine learning. It serves as a collaborative workspace for data professionals, including data engineers, data scientists, and analysts, to collectively process and analyze large datasets. Built on the Apache Spark framework, the platform offers an environment that supports various programming languages such as Python, Scala, and SQL.