Databricks is designed with data flexibility in mind. It combines the power of a data lake and a data warehouse into a single Lakehouse architecture . One of Databricks' standout features is its ability to handle structured, semi-structured, and unstructured data in their raw formats without requiring upfront transformation. This flexibility makes it ideal for applications requiring machine learning , real-time data analytics , and custom data transformations .