Design and implementation of customer churn prediction system Department: Computer Science By: olagok01 Project ID: 8473 Rating: (5.0) votes: 1Rate this project12345 Price:₦4000 Get the Complete MaterialAbstractChurn prediction is a critical task for businesses looking to retain customers and reduce the impact of customer churn on their bottom line. Machine learning algorithms such as SVM and Random Forest can be used to build predictive models that identify patterns and correlations in customer behavior, allowing businesses to take action to retain customers who are at risk of leaving. A typical churn prediction project involves several steps, including data collection, preprocessing, feature engineering, model selection, hyperparameter tuning, model evaluation, and deployment. The data must be preprocessed and engineered to extract more relevant features, after which the best machine learning model is selected, tuned and evaluated on a holdout dataset. Finally, the model is deployed in a production environment to identify at-risk customers and take action to reduce churn. Churn prediction can help businesses gain valuable insights into their customer base and take proactive steps to reduce churn and improve customer retention. By leveraging machine learning algorithms and advanced analytics techniques, businesses can identify patterns and correlations in customer behavior and take targeted actions to retain customers who are at risk of leaving. Overall, churn prediction is an essential tool for businesses looking to improve customer retention, reduce churn, and maximize revenue....Preview Download Preview +Other Computer Science project topics and materials you might be interested in»Design and Implementation of digital library system»Design and Implementation of a Virtual E-Learning System ( Case study of Lagos State University)»Design and Implementation of online cash receipt generating system for a supermarket»Design and Implementation of a Software Result Processing and Transcript Generation System»Design and Implementation of computerized hospital database management system»Design and Implementation of Student Project Management and Allocation System»Design and Implementation of a Hotel Database Management System and Service ( A Case Study of Winter Suites and Hotels, Owerri)»Design and Implementation of Online Birth and Death Registration System»Design and Implementation of Online Clearance System»Design and Implementation of Loan Management System with SMS Notification»Design and Implementation of Computerized Staff Record Department»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of Cyber Cafe Security»Design and Simulation of a Secured Wireless Network