Airton KamdemADA & GRADIENT BOOSTING IN MACHNE LEARNINGHaving previously explored decision trees and random forest as a practical building block to machine learning, this blog will now explore…Mar 7, 2022Mar 7, 2022
Airton KamdemDECISION TREES: “You can get with this, or you can get with that”Much like the 1991 acclaimed hip hop hit “The Choice is Yours” by Black Sheep, Decision Trees are all about making decisions. Decision…Mar 7, 2022Mar 7, 2022
Airton KamdemREGULARIZATION IN NEURAL NETIn this essay, I want to cover the implications of regularization on a model that is notoriously prone to overfitting — Neural Nets. I’ll…Feb 28, 2022Feb 28, 2022
Airton KamdemMODELING THE SIGNAL, REGULARIZATION IN MACHINE LEARNINGThe balance between accounting for signal and noise in a dataset is a tricky and surprisingly artistic endeavor that any good data…Feb 28, 2022Feb 28, 2022