Machine Learning And Artificial Intelligence – Bologna

Argomenti del programma: The first part of the course is dedicated to an introduction of the main concepts of machine learning. Here the contents: Intoduction to ML 1.1.What is ML: a shift from knowledge to data 1.2.Kind of problems 1.2.1.supervised versus unsupervised 1.2.2.regression vs classification 1.3.Data pipeline 1.4.Python Basics Data Preprocessing 2.1.Data Normalizzation 2.3.Categorical variables: ordinal and non-ordinal 2.4.