Currículo

Financial Data Science FDS-MFIN

Contextos

ECTS

6.0 (para cálculo da média)

Objectivos

By the end of this course, the students should be able to understand and deploy a diverse set of statistical and machine learning techniques for the analysis of different types of data, and particularly financial data.

Programa

Introduction to forecasting with machine learning. Linear models and regularization. Logistic regression. k-nearest neighbors. Decision trees. Naive Bayes methods. Support vector machines. Ensemble methods. Neural networks and deep learning. Unsupervised learning methods. Big Data projects.

Método de Avaliação

Written exam.

Carga Horária

Bibliografia

Não foi definida bibliografia principal

Disciplinas de Execução

2023/2024 - 1 Semestre