Spreading Machine Learning
The research results of the ML2R Competence Center are used by short routes for practice-oriented applications and make new data-based services possible. Application examples from the fields of industry 4.0 and logistics as well as the automation of cognitive processes provide orientation. ML2R offers, to small and medium-sized enterprises in particular, access to strategies, knowledge and data so that they can successfully apply Machine Learning technologies and hold their ground in international competition. The transfer offer ranges from concrete cooperation models such as the “Enterprise Innovation Campus” and a platform with curated data and models to the promotion of training and further education for specialists in Machine Learning.
Many companies have already recognized the potential of Machine Learning (ML) applications, but are facing key challenges: They need comprehensible, trustworthy technologies that they can flexibly integrate into their business processes. They lack specialists who develop the appropriate technologies and strategically implement them in the company. Often, there is a lack of well prepared data to optimally train learning systems and to use them profitably. In order to address these challenges, ML2R brings together excellent scientists with developers and users from businesses.