[X] implement linear regression from scratch -> closed form and gd and SGD and pytorch [X] implement ridge regression from scratch -> closed form and gd and SGD and pytorch [X] data exploration on life_expectancy.csv [X] lasso vs ridge on data.csv [ ] binary classification with perceptron AND logistic regression [ ] multiclass classification
[ ] classification -> multiclass -> mnist handwriting -> random forests, etc, ..., comparison too.