Considered a partial area of Artificial Intelligence, Machine Learning today becomes ever more important for Industry 4.0, the Internet of Things (IoT), as well as end-user products in the areas of Smart Home and Big Data. By recognizing patterns in existing data inventories and by applying algorithms, Machine Learning enables IT systems to recognize recurring principles and to independently develop solutions. Hence, organizations and companies from all industries have increased their use of Machine Learning for structuring and analyzing the growing amounts of data, as well as for automating and structuring their processes. 

umwerk identifies the opportunities of deploying Machine Learning in your company, establishing tailor-made concepts for utilizing existing potentials. Drawing from a wide range of Machine Learning methods, we develop individual solutions, intelligent algorithms, and models to forecast the behavior of customers, business processes, and more.