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LightGBM: A Comprehensive Introduction

YouTubeSuper Data Science

LightGBM: A Comprehensive Introduction

In this video, we explore LightGBM, a machine learning algorithm developed by Microsoft that offers superior speed, efficiency, and accuracy. Learn how it compares to XGBoost and what makes it so powerful for handling large-scale data. We break down its core features, including histogram-based splits, exclusive feature bundling (EFB), gradient ...

3.5K viewsFeb 12, 2025

LightGBM Algorithm Explained | LightGBM vs XGBoost #LightGBM #MachineLearning #DataScience #XGBoost

LightGBM Algorithm Explained | LightGBM vs XGBoost #LightGBM

Data science world

Tutorial in LightGBM including hyperparameter tuning

Tutorial in LightGBM including hyperparameter tuning

MachineLearnAthon

Top videos

Master LightGBM in Python: Microsoft’s High-Speed ML Framework (Step-by-Step Tutorial)

Master LightGBM in Python: Microsoft’s High-Speed ML Framework (Step-by-Step Tutorial)

YouTubeOnur Baltaci

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30 Minutes to MASTERING LightGBM with a Top Expert

30 Minutes to MASTERING LightGBM with a Top Expert

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LightGBM - Gradient-Based One-Side Sampling (GOSS) Explained: Boost Model Efficiency Like a Pro

LightGBM - Gradient-Based One-Side Sampling (GOSS) Explained: Boost Model Efficiency Like a Pro

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LightGBM Applications

LightGBM Explained: The Ultimate Guide to Architecture, Speed, & Tuning

LightGBM Explained: The Ultimate Guide to Architecture, Speed, & Tuning

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Light Gradient Boosting Machine (LightGBM) – Full Mathematical Explanation

Light Gradient Boosting Machine (LightGBM) – Full Mathematical Explanation

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LightGBM Explained Simply | Machine Learning Basics

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Master LightGBM in Python: Microsoft’s High-Speed ML Framework (Step-by-Step Tutorial)

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YouTubeOnur Baltaci

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LightGBM - Gradient-Based One-Side Sampling (GOSS) Explained: Boost Model Efficiency Like a Pro

LightGBM - Gradient-Based One-Side Sampling (GOSS) Explained: Boost Model Efficiency Like a Pro

919 viewsFeb 14, 2025

YouTubeSuper Data Science

LightGBM Algorithm Explained | LightGBM vs XGBoost #LightGBM #MachineLearning #DataScience #XGBoost

LightGBM Algorithm Explained | LightGBM vs XGBoost #LightGBM #MachineLearning #DataScience #XGBoost

160 views4 months ago

YouTubeData science world

Tutorial in LightGBM including hyperparameter tuning

Tutorial in LightGBM including hyperparameter tuning

402 views6 months ago

YouTubeMachineLearnAthon

How to Continue Training a LightGBM Model: Step-by-Step Guide

How to Continue Training a LightGBM Model: Step-by-Step Guide

2 views6 months ago

YouTubeThe Debug Zone

Understanding Gradient Boosting with LightGBM in Python for Advanced Machine Learning

Understanding Gradient Boosting with LightGBM in Python for Advanced Machine Learning

192 views10 months ago

YouTubeMathew K Analytics

Light Gradient Boosting Machine (LightGBM) – Full Mathematical Explanation

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