This course is from the Mechatronics Engineering Department and is offered for studies at the Polytechnic School. Students will understand the basic concepts of an intelligent system, the tools, their components, their structure, and their operation. They will also identify how these technologies fit into value creation in the digital transformation. Topics: Evolutionary and bio-inspired Algorithms: parametric model, cost function, bio-inspired optimization, evolutionary optimization. Fuzzy Systems. Artificial Neural networks, Naive Bayes, Decision Trees, Support Vector Machines, linear regression, logistic regression. Machine learning: supervised learning, unsupervised learning, reinforcement learning, data processing, image processing, text processing. Ethical aspects of artificial intelligence.
Questions about de course?
Prof Victor Henrique Alves Ribeiro – [email protected]
