 Machine learning has become increasingly important in the manufacturing industry due to its ability to provide solutions to many of the problems faced by manufacturers. This paper provides an overview of the various types of machine learning algorithms and their applications in the manufacturing sector. It highlights the potential benefits of using these algorithms and discusses some of the successful applications of machine learning in the manufacturing industry. This article was authored by Torsten Wiest, Daniel Weimer, Christopher Ergens, and others.