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Informática e Tecnologias Multimédia

Machine Learning

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Publication in the Diário da República: Despacho n.º 12419/2016 - 14/10/2016

6 ECTS; 3º Ano, 1º Semestre, 30,0 T + 45,0 TP + 5,0 OT , Cód. 814320.

Lecturer

(1) Docente Responsável
(2) Docente que lecciona

Prerequisites

Objectives

Program

Evaluation Methodology

Bibliography
- Géron, A. (2019). Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. (Vol. 1). (pp. 1-856). USA: O'Reilly
- Marques, J. (2005). Reconhecimento de Padrões - Métodos Estatísticos e Neuronais. (Vol. 1). (pp. 1-284). Lisboa: IST Press
- Nielsen, T. e Jensen, F. (2007). Bayesian Networks and Decision Graphs (Information Science and Statistics). (Vol. 1). (pp. 1-448). USA: Springer
- O. Duda, R. e Hart, P. e Stork, D. (2000). Pattern Classification. (Vol. 1). (pp. 1-635). USA: Wiley-Interscience

Teaching Method

Software used in class

 

 

 


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