Within the Data Science workflow, AI is becoming an ever-more important technique for the analysis of large datasets, whether these consist of numeric, textual, or audio-visual information. DSAI strives to use Data Science methods and tools to provide AI applications at scale.
AIT’s Data Science & Artificial Intelligence unit (DSAI) offers Data Science research services for scalable Artificial Intelligence (AI) applications. The multidisciplinary team provides data science consulting and solutions for making informed decisions based on large, heterogeneous, and real-time data under strict conditions of IT security and data protection.
DSAI provides expertise for each step in a data science workflow covering the key phases data aggregation and normalization, data analytics, data visualization, as well as data publication and preservation. All these phases can be built on strong security measures, providing privacy, confidentiality, and integrity. DSAI applies this workflow in three thematic areas: Industrial Data Science, Data Science for Public Security, and Cultural Data Science. Read more
Applied Artificial Intelligence
Artificial Intelligence (AI) is a complex and diverse research field, ranging from technical to ethical and legal aspects. Applying AI solutions responsibly in a socio-technological environment requires comprehensive understanding and control of all components and technologies. At AIT we focus on partial aspects of AI, such as AI-Audio, network analysis, explainable AI, but also on the big picture. Artificial intelligence does not consist of a simple machine learning based computer vision model but is the realization of a complex cognitive task consisting of several components from different research disciplines. This orchestration of disciplines such as Data Science, Artificial Intelligence and Software Engineering is the focus of the AIT research field Applied Artificial Intelligence. Read more