Sumários

Lecture 4

27 Fevereiro 2023, 11:00 João Afonso Bastos

The bias-variance trade-off.
Estimating the test error.


Lecture 3

24 Fevereiro 2023, 09:30 João Afonso Bastos

Overfitting, test data set, out-of-sample errors.


Lecture 2

17 Fevereiro 2023, 09:30 João Afonso Bastos

Introduction to ML
Parametric vs nonparametric models


Lecture 1

13 Fevereiro 2023, 11:00 João Afonso Bastos

Introduction to the course