These slides are part of the Data & Ai reskilling seminar in Banking hosted by Dauphine and Ecoles des Mines PSL. They provide tips & tricks for classification using logistic regression, decision trees and neural networks

In order to be able to develop effective energy policies based on accurate projections, the search for better consumption modeling options is nowadays the focus of many researchers. Given the emerging use of quantile regression, decision tree and artificial neural network models for energy...

Flash floods are becoming an increasingly recurrent natural hazard globally. Romania has been devastated severely by heavy floods. Storms that cause heavy floods in mountain and hilly river catchments are generally triggered by heavy rainfall. In addition to temporal flash flood forecasting,...