Aplicação web para geração de modelos de automatizados de Aprendizado de Máquina

Abstract

Machine Learning and AI! (AI!) are terms that are increasingly popular in academia, industry and popular vocabulary, due to recurring technological advances and practical applications in industrial products such as recommendation systems, pattern and image recognition and bank credit analyzes. Machine Learning algorithms are programmed to create statistical and mathematical models through data, and this requires some prior knowledge of mathematics, statistics, algebra, and computer programming. However, not all people have such prerequisites, which creates a barrier into the AI! universe. Thus, the work developed here aims to construct a Web Application that is easy to access and manipulate, using the R programming language, to promote the automated creation of Machine Learning models, in order to facilitate the use and understanding of algorithms for non- versed in the area.