Data Science and Machine Learning comprise a versatile repertoire of advanced analysis methods. In this process, business-relevant data is systematically evaluated using intelligent algorithms. The patterns and trends contained therein can thus be identified and captured in the form of mathematical models. The analysis methods used range from descriptive and inductive statistics and explorative data visualization to readable machine learning algorithms for clustering, anomaly detection, regression and association analyses, and classification methods.