Sumários

Deep Learning, supervised models

27 Março 2023, 16:30 Luís Miguel Parreira e Correia

- From MLP to convolution
- Deep Convolutional Networks
- Inception, GoogLeNet, U-Net


Exercises with Bayesian networks

21 Março 2023, 14:00 Helena Aidos

Exercises with Bayesian networks. Comparison of Naive Bayes and Random Forest.


Exercises with Bayesian networks

20 Março 2023, 18:30 Helena Aidos

Exercises with Bayesian networks. Comparison of Naive Bayes and Random Forest.


Bayesian Networks

20 Março 2023, 16:30 Luís Miguel Parreira e Correia

Naïve Bayes classifier recap
Bayesian Networks
Learning Bayesian Networks, with known structure
Markov decision processes


Exercises on HMM

14 Março 2023, 14:00 Helena Aidos

Exercises on hidden Markov models