Course materials and lecture slides available on the e-learning platform.
Argomenti del programma: Main methods and models of statistical learning for modeling and understanding complex datasets, with a focus on supervised learning, with regression and classification methods. Contents include extensions of linear regression model, polynomial regression, logistic regression, and linear discriminant analysis; models for categorical data; resampling methods (cross-validation and bootstrap), linear model selection…
Course materials and lecture slides available on the e-learning platform.
Argomenti del programma: Main methods and models of statistical learning for modeling and understanding complex datasets, with a focus on supervised learning, with regression and classification methods. Contents include extensions of linear regression model, polynomial regression, logistic regression, and linear discriminant analysis; models for categorical data; resampling methods (cross-validation and bootstrap), linear model selection…
Course materials and lecture slides available on the e-learning platform.
Argomenti del programma: Main methods and models of statistical learning for modeling and understanding complex datasets, with a focus on supervised learning, with regression and classification methods. Contents include extensions of linear regression model, polynomial regression, logistic regression, and linear discriminant analysis; models for categorical data; resampling methods (cross-validation and bootstrap), linear model selection…
Course materials and lecture slides available on the e-learning platform.
Argomenti del programma: Main methods and models of statistical learning for modeling and understanding complex datasets, with a focus on supervised learning, with regression and classification methods. Contents include extensions of linear regression model, polynomial regression, logistic regression, and linear discriminant analysis; models for categorical data; resampling methods (cross-validation and bootstrap), linear model selection…
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