Diploma in Data Science and Machine Learning

Introduction to Machine Learning Assignments (in spanish)

Lab 1: Regression experiments with the Boston house prices dataset. Visualizations, training and evaluation of different types of regressions, looking for the configurations that give the best results.

Lab 2: Classification task on imbalanced loans dataset, model selection, hyperparameter tuning and evaluation.