TechnologyClassical ML

LightGBM

Used in 447 AI implementations

Industries Using LightGBM

finance42 advertising15 insurance14 hr13 telecommunications11 consumer10 retail9 education9

Often Used With

XGBoost (200)LLM (97)Vector DB (56)Scikit-learn (46)PyTorch (28)Time-Series DB (25)Feature Store (22)Prophet (21)Data Warehouse (19)Recommendation Engine (18)Time-Series Forecasting (17)TensorFlow (14)

Quick Stats

447

Total Use Cases

30

Industries

12

Related Technologies

Use Cases Using LightGBM

RevSure Full-Funnel Attribution for Marketing

manufacturing9.0

Machine Learning for Industrial Robot Efficiency

Machine learning for human-centric drug toxicity prediction

telecommunications9.0

AI-Driven Telecom Fraud Detection and Defense

telecommunications9.0

AI & Analytics for Telecom Fraud Detection

Machine learning prediction of anterior cruciate ligament (ACL) injury risk

telecommunications9.0

AI-Driven Customer Retention for Telecom

Genetics, Epigenetics, and Microbiome Analysis for Drug Response and Disease Mechanisms

AI Applications in Finance (Inferred from IRMA-International Article)

AI Fraud Detection in Banking

Predictive Pricing for E-Commerce

AI Predictions from Electronic Medical Records for Hospital Clinicians

AI-based Prediction of Student Success Risk in Higher Education

Predicting Student Adaptability to Online Education via Classical ML Models

VAARHAFT AI Insurance Fraud Scanner

Health & Life Insurance AI Fraud Detection

AI-Powered Fraud Detection for Insurance and Financial Transactions

AI-Driven Driving Behavior Analytics for Insurance and Mobility

Machine Learning for Insurance Transformation

Machine-Learning-Based Auto Insurance Pricing Using Telematics and IoT Big Data

telecommunications9.0

AI for Customer Retention in Telecommunications

SHAP-based interpretable machine learning for injury risk prediction in sports

Explainable AI vs Traditional Linear Models for Insurance Risk Modeling

Pagaya Technologies AI-Driven Credit Underwriting Platform

AI-Based Lead Scoring and Prioritization Tool

AI Property Appraisal for Real Estate Valuations

Artificial Intelligence and HR Analytics for Workforce Decision Support

AI-Supported Recruitment and HR Decision-Making (Inferred from Academic PDF)

AI-Driven Underwriting Transformation at American Express

Machine Learning-Based Detection of Fraudulent Banking Transactions

Hawk AI - Financial Crime and Fraud Detection Platform

AI-Powered Trust and Risk Management in Banking

AI-Powered Check Fraud Detection for Large Banks

Upstart AI-Powered Consumer Lending Underwriting

AI in Lending and Credit Scoring

AI‑Powered AML & Financial Crime Compliance Platform

AI, IoT, and Data-Driven Automation in Oil & Gas Operations

AI-driven clinical decision support for early diagnosis

AI & Telematics in Insurance Fraud Detection

Dynamic Pricing Optimization with Machine Learning (2024)

technology-it9.0

Machine Learning for Cybersecurity Threat Detection, Prevention, and Response

technology-it9.0

Machine-Learning & Deep-Learning Based Intrusion Detection Systems (IDS)

AI-Powered Lead Scoring for Sales & Marketing Alignment

AI for Credit Risk Assessment

Optimizing Lithium-Ion Batteries with Machine Learning

telecommunications9.0

AI-Driven Energy Optimization for 5G and Beyond Radio Access Networks

AI-Driven Fraud Prevention in Commercial Banking

AI-Powered Fraud Detection in Financial Services

telecommunications9.0

Churn prediction

Higher Education Hybrid Machine Learning Model for Student Outcome Prediction