The machine learning is one of the core areas of artificial intelligence (AI) and deals with the implementation of systems and algorithms that are based on observations as data for the synthesis of new knowledge (inductive reasoning). Learning can take place by capturing characteristics of interest from examples, data structures or sensors, to analyze and evaluate the relationships between the observed variables.