Movie recommendation system using machine learning Department:Computer Science By: olagok01 Project ID: 9022 Rating: (5.0) votes: 1 Price:₦5000 Get the Complete MaterialAbstractThe exponential growth of digital content on streaming platforms has created a paradigm of choice overload for users, making it increasingly difficult to discover relevant movies. To address this challenge, this project designs and implements a movie recommendation system powered by machine learning. The system leverages collaborative filtering techniques to identify patterns in user-movie interaction data, such as ratings and watch history, to predict user preferences. Furthermore, content-based filtering methods are explored to analyze movie attributes like genre, director, and plot keywords. The proposed solution aims to create a hybrid model that synergizes these approaches to provide highly accurate and personalized movie recommendations. The effectiveness of the model is evaluated using standard metrics like Root Mean Square Error (RMSE) and Mean Absolute Error (MAE) on a benchmark dataset. The results demonstrate the system's potential to significantly enhance user experience by facilitating content discovery and increasing engagement on media platforms....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 Student Project Management and Allocation System»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 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 Cyber Cafe Security»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Simulation of a Secured Wireless Network