The Machine Learning workshop of the wbk Institute of Production Science is aimed at users in production-related areas who want to get a practical introduction to the topic of Machine Learning and identify the potential for their own applications. In the workshop, theoretical content will be taught based on the standard process for the implementation of Machine Learning projects and then implemented using practical examples.