Parte 1 - Machine Learning

Corso Principi di Intelligenza Artificiale per Ingegneria

Machine Learning

• Machine Learning Crash Course Google
• Fairness and Bias

Neural Networks

• The basics of neural networks, and the math behind how they learn (3Blue1Brown)
• Machine Learning Crash Course Google - Neural Networks
• Tensorflow playground - Tinker with a neural network in your browser.

Advanced Topics

• Deep Learning Book - Goodfellow, Bengio, Courville
• Neural Networks, Manifolds, and Topology