Databricks
Databricks is a data and AI platform that unifies data engineering, analytics, and machine learning on a lakehouse architecture.
Databricks offers a cloud platform that unifies data engineering, warehousing, analytics, and AI workflows. It applies a lakehouse approach to support data ingestion, transformation, and governance alongside development and deployment of machine learning and generative AI models. The platform includes features like ETL orchestration, serverless SQL analytics, data sharing across environments, notebook-based collaboration, model training, model registry, and application development tools. Databricks also maintains several open-source projects, including Delta Lake, MLflow, and the DBRX large language model, and it continues to integrate AI-driven enhancements such as test-time adaptive model optimization.
