de Matemática Aplicada, Departamento de Matemática, UFSC
Quinta-feira, 17 de maio de 2018
Maia, LINSE, Departamento de Engenharia Elétrica, UFSC
learning and applications
Resumo: Machine learning is an exciting
field, where computers learn to acquire knowledge from data and
apply it to the solution of many real-world problems. Image
processing, computational biology and natural language
processing are just a few examples. The research on machine
learning approaches has been boosted recently due to the
availability of data and development of computational resources.
As a consequence, the performance of many daily used devices and
gadgets has been positively affected by such growing interest.
This talk is divided in three parts. In part one we introduce
basic concepts of machine learning. In the second part we give
an overview of machine learning techniques with focus on deep
neural networks, where the goal is to prepare the audience for
what comes next. In the last part we present a case study in
which a text-to-speech converter is built from scratch.
Local: Auditório Airton Silva, Departamento de Matemática, andar