Introduction to Artificial Intelligence

Programa de Pós-Graduação Stricto Sensu em Engenharia de Produção

Ementa
Artificial intelligence (AI) is the field of computer science that deals with the creation of intelligent agents, which are systems that can reason, learn, and act autonomously. One of the key ideas in AI is that intelligence can be achieved through the use of algorithms using step-by-step procedure for solving a problem. We will discuss a wide range of algorithms for solving different types of problems for classification, regression, clustering, and optimization. Introduction to Machine learning and Deep learning algorithms and Artificial neural networks.
Bibliografia
Handbook of Research on Computer Vision and Image Processing in the Deep Learning Era. (2022). Estados Unidos: IGI Global.
Michelucci, U. Advanced Applied Deep Learning: Convolutional Neural Networks and Object Detection. Alemanha: Apress, 2019.