#9 - Trees and forests. How these algorithms work? Understanding XGBoost and RandomForest.

An episode of the Life with AI podcast, hosted by Filipe Lauar, titled "#9 - Trees and forests. How these algorithms work? Understanding XGBoost and RandomForest." was published on July 29, 2021 and runs 13 minutes.

July 29, 2021 ·13m · Life with AI

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Summary

In this episode I explain how the machine learning algorithms based on trees and forests work. In the episode I explain in a simple way the idea behind the decision trees and also the powerful algorithms RandomForest and XGBoost and its respectives methods, bagging and boosting.

Episode Description

In this episode I explain how the machine learning algorithms based on trees and forests work. In the episode I explain in a simple way the idea behind the decision trees and also the powerful algorithms RandomForest and XGBoost and its respectives methods, bagging and boosting.

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