Databricks

Overview

A platform for storing large amounts of data and building analytics and AI models on top of it, all in one place.

General use

Data teams use it to clean and process big datasets, train machine learning models, and run the pipelines that feed dashboards and AI features.

Insight

Aimed at data teams that both process large datasets and build AI models, and it is strong when one group has both needs. The learning curve is steep and it assumes comfort with code and notebooks, so it is not for casual analysts. Costs and setup are heavier than a plain warehouse. Best for teams doing real data engineering and machine learning, not just dashboards.