Machine Learning For Chemical Sciences And Industry – Statale di Milano

• Main source of information will come from the slides shown during the lectures and in-depth analysis at the whiteboard. All teaching material will be uploaded on the MyAriel website of the course.

Argomenti del programma: The class will deal with: - basic mathematical introductory concepts: basics of linear algebra; linear systems resolution; matrix diagonalization; - introductory topics in machine learning: supervised models, unsupervised models, reinforcement learning; - supervised machine learning for chemistry: description of the main goal of supervised learning; training and test sets; data sampling; generalization and basics of…