SQL databases are relational and use structured query language for defining and manipulating data, which is organized in tables with fixed schemas. They are ideal for complex queries and transactions. NoSQL databases, on the other hand, are non-relational and store data in various formats (document, key-value, graph, etc.). They offer flexible schemas and are better suited for unstructured data and horizontal scaling, making them ideal for big data applications.