IPT Logotipo do IPT

Informática e Tecnologias Multimédia

Machine Learning

<< back to Curriculum Plan

Publication in the Diário da República: Despacho n.º 9184/2020 - 25/09/2020

6 ECTS; 3º Ano, 1º Semestre, 28,0 T + 28,0 TP + 5,0 OT , Cód. 814320.

Lecturer
- Sandra Maria Gonçalves Vilas Boas Jardim (1)(2)

(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

 

 

 


<< back to Curriculum Plan
NP4552
Financiamento
KreativEu
erasmus
catedra
b-on
portugal2020
centro2020
compete2020
crusoe
fct
feder
fse
poch
portugal2030
poseur
prr
santander
republica
UE next generation
Centro 2030
Lisboa 2020
Compete 2030
co-financiado