unibo smm homeworks

This repo contains all the homework for the course "Statistical and Mathematical Methods for AI" at Unibo.

The homeworks topics are:

• Linear Algebra and Floating Point Arithmetic
• SVD and PCA for Machine Learning
• Optimization using Gradient Descent and Stochastic Gradient Descent
• Maximum Likelihood Estimation (MLE) and Maximum a Posteriori (MAP)