To support the decision-making process of new investors, this paper aims to implement Machine Learning algorithms generate investment indications, considering Brazilian scenario. Three artificial intelligence techniques were implemented, namely: Multilayer Perceptron, Logistic Regression and Decision Tree, which performed classification investments. The database used was one provided by website...