Statistics - the basic pillar of modeling uncertainty

Statistics can be defined as a discipline that uses data samples to extract and support conclusions about larger samples of data. Given that machine learning comprises a big part of the study of the properties of data and the assignment of values to data, we will use many statistical concepts to define and justify the different methods.