Tuning Model Hyper-Parameters for XGBoost and Kaggle

Properly setting the parameters for XGBoost can give increased model accuracy/performance. This is a very important technique for both Kaggle competitions and data science in general. In this video I will show how I automated one popular technique for XGBoost. Code is here: https://github.com/jeffheaton/jh-kagg...

Join Today
XGBoost for Multi-Class Classification with Python | Step-by-Step with Hyperparameter Tuning
▶︎

XGBoost for Multi-Class Classification with Python | Step-by-Step with Hyperparameter Tuning

How to use Feature Engineering for Machine Learning, Equations
▶︎

How to use Feature Engineering for Machine Learning, Equations

681: XGBoost: The Ultimate Classifier — with Matt Harrison
▶︎

681: XGBoost: The Ultimate Classifier — with Matt Harrison

APAC - Quantitative Research Masterclass 2025
▶︎

APAC - Quantitative Research Masterclass 2025

Creating Machine Learning Ensembles for Kaggle Competitions
▶︎

Creating Machine Learning Ensembles for Kaggle Competitions

Deep Dive into LLMs like ChatGPT
▶︎

Deep Dive into LLMs like ChatGPT

Transformers, the tech behind LLMs | Deep Learning Chapter 5
▶︎

Transformers, the tech behind LLMs | Deep Learning Chapter 5

Pedro Tabacof - Unlocking the Power of Gradient-Boosted Trees (using LightGBM) | PyData London 2022
▶︎

Pedro Tabacof - Unlocking the Power of Gradient-Boosted Trees (using LightGBM) | PyData London 2022

XGBOOST in Python (Hyper parameter tuning)
▶︎

XGBOOST in Python (Hyper parameter tuning)

XGBoost A Scalable Tree Boosting System June 02, 2016
▶︎

XGBoost A Scalable Tree Boosting System June 02, 2016

XGBoost Made Easy | Extreme Gradient Boosting | AWS SageMaker
▶︎

XGBoost Made Easy | Extreme Gradient Boosting | AWS SageMaker

Jaroslaw Szymczak - Gradient Boosting in Practice: a deep dive into xgboost
▶︎

Jaroslaw Szymczak - Gradient Boosting in Practice: a deep dive into xgboost

Can one do better than XGBoost? - Mateusz Susik
▶︎

Can one do better than XGBoost? - Mateusz Susik

How AI Cracked the Protein Folding Code and Won a Nobel Prize
▶︎

How AI Cracked the Protein Folding Code and Won a Nobel Prize

Using Large Language Models | Build Your Own LLM Workshop #1
▶︎

Using Large Language Models | Build Your Own LLM Workshop #1

GridSearchCV- Select the best hyperparameter for any Classification Model
▶︎

GridSearchCV- Select the best hyperparameter for any Classification Model

Hyperparameter Optimization for Xgboost
▶︎

Hyperparameter Optimization for Xgboost

XGBoost: How it works, with an example.
▶︎

XGBoost: How it works, with an example.

Visualizing transformers and attention | Talk for TNG Big Tech Day '24
▶︎

Visualizing transformers and attention | Talk for TNG Big Tech Day '24

How do I encode categorical features using scikit-learn?
▶︎

How do I encode categorical features using scikit-learn?