The objective of this project is to develop data visualization tools and malaria outbreaks spreading simulation-based in machine learning methods, using demographic, epidemiological, climatic and clinical data related to malaria in the Brazilian Amazon. Such tools will be provided through a Web Platform with supporting tools to public administrators the goal is for it to be ready for use in the short term. All the infrastructure for the creation and provision for a Web Platform had been developed.