IEEE

Customer Churn Prediction Using Machine Learning and Explainable AI

Abstract: This paper presents a complete customer churn prediction system for the telecommunications industry using machine learning and explainable AI (XAI). A hyperparameteroptimized XGBoost ...
GitHub

Kaggle Playground Series S6E3 - Customer Churn Prediction

kaggle-churn-s6e3/ ├── README.md # Project overview ├── requirements.txt # Python dependencies ├── .gitignore # Git ignore rules ├── data/ # Data files (not tracked) │ ├── train.csv │ ├── test.csv ...
IEEE

Unified AI Framework for Real-Time Customer Churn Prediction Using Behavioral and Event-Log Anomaly Signals

Abstract: Predicting churn age among customers is one of the most important challenges when working with a digital service platform; however, the majority of existing methods utilize mostly behavioral ...
alleywatch.com

QuadSci Raises $8M to Predict SaaS Churn Before It Happens

For years, B2B software companies have operated on a dangerous assumption: that meetings, CRM updates, and customer surveys tell them how their accounts are actually doing. The consequences of that ...
GitHub

Customer Churn Prediction ML Pipeline

A comprehensive machine learning pipeline for predicting e-commerce customer churn using exploratory data analysis, data cleaning, and advanced modeling techniques. This project analyzes e-commerce ...
TechCrunch

Google announces a new protocol to facilitate commerce using AI agents

Google on Sunday announced a new open standard called the Universal Commerce Protocol (UCP) for AI agent-based shopping, at the National Retail Federation (NRF) conference. The standard, developed ...
CNBC

Robinhood and Coinbase battle it out for the prediction markets customer

CNBC’s MacKenzie Sigalos reports on the divergence in crypto-linked stocks: Robinhood is up more than 200% year to date while Coinbase is in the red, helped by Robinhood’s early lead in one of the ...