Machine Learning

By clicking these graphs above you will see a few simple Python programs related to

1. Linear regression : Ridge, Lasso, ElasticNet

2. SVM methods for regression (with penalisation) and classification (binary or multiclasses)

3. Some utilisations of Stochastic Gradient Descent, Gridsearch and Kfold cross validations

References :

Python for Data Science (for dummies) John Wiley and Son 2019, JP Mueller, Luca Massaron

Sklearn online tutorial