XGBoost for Multi-Class Classification with Python | Step-by-Step with Hyperparameter Tuning
In this video I show you how to implement an XGBoost classifier for a multiclass classification task. I go over how the XGBoost model works, how to train the model, and how to tune XGBoost's hyperparameters.
CHAPTERS:
00:00 Intro
00:18 What is XGBoost?
00:52 Dataset Overview
02:10 Train/Val/Test Split
03:11 Initial Model
05:19 Hyperparameter Tuning
12:35 Testing the model
13:39 Feature Importance
14:09 XGBoost vs RandomForest
#datascience #xgboost #pythontutorial