Sumários
Perceptron and Neural Networks
19 Dezembro 2019, 15:00 • João Balsa da Silva
Perceptron and Neural Networks
- The Perceptron Model
- Using a Perceptron for Classification in Scikit-Learn
- The neural network model
- Using Neural Networks for Classification in Scikit-Learn
- Exercises
Perceptron and Neural Networks
17 Dezembro 2019, 16:30 • Sara C. Madeira
- The Perceptron Model
- Using a Perceptron for Classification in Scikit-Learn
- The neural network model
- Using Neural Networks for Classification in Scikit-Learn
- Exercises
Perceptron and Neural Networks
17 Dezembro 2019, 15:00 • João Balsa da Silva
Perceptron and Neural Networks
- The Perceptron Model
- Using a Perceptron for Classification in Scikit-Learn
- The neural network model
- Using Neural Networks for Classification in Scikit-Learn
- Exercises
Support Vector Machines / 2
12 Dezembro 2019, 15:00 • João Balsa da Silva
Support Vector Machines (Focus on Recap and Application).
Recapping Support Vector Machines (SVMs)
- Motivation
- Margin maximization
- Fitting SVMs
- Kernelized SVMs
- Softening Margins
Applications