Random forest algorithm can be used to analyze hotel booking data and predict booking behavior. This allows hotels to optimize pricing strategies, staffing, and identify potential cancellations for proactive guest communication.
š PDF Malware Detection using LSTM A machine learning project that detects malicious PDF files using an LSTM-based model. It extracts structural features from uploaded PDFs and predicts whether the file is safe or harmful, with up to 99% accuracy. Includes a user-friendly web interface built with Flask for real-time detection.
Learning Style Advisor is an intelligent web application that predicts an individualās preferred learning style based on their responses to a questionnaire. Built using Flask and powered by a machine learning model, this project helps users understand whether they are a Visual, Auditory, Kinesthetic, or Mixed learner. The application collects user
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