Predictive Analytics – Molise

Argomenti del programma: Part 1 (3 ECTS credits) ● Introduction to R ● Introduction to Markdown ● Elements of linear algebra ● Introduction to predictive analytics ◦ Supervised Versus Unsupervised Learning ◦ Regression Versus Classification Problems ● Assessing Model Accuracy ◦ Performance measures for regression and classification algorithms ◦ Holdout evaluation and cross-validation ◦ The bootstrap ● Linear regression ◦ Simple linear…