Teradata has inked a partnership with Ayasdi, a company that provides accelerated learning software for complex data. Under the terms of the agreement, Ayasdi's advanced analytics application will be integrated with the Teradata Unified Data Architecture. Ayasdi's technology combines topological data analysis with machine learning algorithms.