Prediction of the rate of dropouts in tertiary institutions in south west Nigeria - case study of five institutions Department:Computer Science By: Jaymeg Project ID: 8563 Rating: (5.0) votes: 1 Price:₦5000 Get the Complete MaterialAbstractPredictive modeling has emerged to become an integral part in forecasting customer purchase behavior and, as such, helps firms to implement strategies that would help bolster sales while improving overall customer satisfaction. These predictions will be facilitated through key patterns and trends derived from past data by machine learning algorithms. Different predictive models, such as logistic regression, decision trees, and neural networks, will be studied in an exploratory way with the objective of choosing the model that best predicts the intention of buying the customers. The main features are: demographic, past transaction history, product preferences, and engagement metrics. It follows logically that embedding predictive modeling in CRM would lead to great enhancements of focused marketing campaigns, inventory management, and customer retention overall. This study underlines the ability of predictive analytics to convert raw data on customers into insight for driving decision-making and business growth....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