Before you start

Prerequisites

The things the notes take for granted, explained from scratch: symbols, functions, vectors and matrices, derivatives and the gradient, probability.

On this page

• How to read the symbols
• Functions
• Vectors and matrices
• Derivatives
• Probability and statistics
• Logic and counting

All lessons

Notes by Fabio Piscitelli — Machine Learning (654AA), Prof. Alessio Micheli, University of Pisa, a.y. 2026/27.