Sumários
Introduction to neural networks
24 Setembro 2025, 13:00 • Helena Aidos
- Perceptron
- Multi-layer perceptron
- Activation functions
- Loss function
- Training neural networks: gradient descent algorithm
Machine Learning workflow in Python
17 Setembro 2025, 16:30 • Helena Aidos
- Classification with scikit-learn
- Data imbalanced with imbalanced library
Machine Learning workflow in Python
17 Setembro 2025, 15:00 • Helena Aidos
- Classification with scikit-learn
- Data imbalanced with imbalanced library
Overview of Machine Learning
17 Setembro 2025, 13:00 • Helena Aidos
- Types of machine learning
- Types of models
- Machine learning workflow
- Data imbalanced
- Challenges in machine learning