Big Data are generated at a high pace and grow day by day. In metal production in particular, large amounts of data from production processes are collected over many years. Finding patterns in these large and complex data sets is impossible for the human brain and even for traditional data processing and management applications. This is where Machine Learning (ML) comes in. Join us on a short journey of thought into sports analytics.