Steinbeis Transfer Center Data Analytics and Predictive Modelling

Services

  • Consulting services regarding data-based methods and tools in banks and corporates (processes, methods, technical framework, regulatory issues)
  • Development of data-based predictive models (incl. software prototypes)
  • Validation of predictive models
  • Seminars and trainings for machine learning and data analytics
  • Expert opinions and studies

Key Areas

  • Development and validation of rating methods
  • Use of machine learning methods in banks and corporations
  • Quantitative risk management
  • Analysis of processes with regard to the possibility of using AI/ML-based methods
  • Business intelligence and data visualization
  • Predictive maintenance

Project Examples

  • Validation and further development of rating procedures
  • Expert support of internal audit units
  • Preparation of expert opinions
  • Comparative analysis of the suitability of machine learning methods
  • XAI (explainable artificial intelligence)
QR code
http://www.stw.de/su/2463

Contact

Im Langen Hau 17, D-70565 Stuttgart
Phone: +49 173 8583938
E-mail: SU2463@stw.de
Management: Prof. Dr. Dirk Schieborn
Prof. Dr. Volker Reichenberger
(Stand: 09/06/2022)

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