screenmate

Screen mate is a movie 🎬 recommendation system based on a 100,000+ movie dataset

Users can search for movies and get recommendations based on their favorite titles 🍿

Based on the Kaggle TMDB 📊 dataset for comprehensive movie data

Processed raw data and extracted important features like title, genres, keywords, actors 🎭, release date using numpy and pandas

Transformed the dataset into a suitable format for the machine learning 🤖 model using sklearn

Prepared vector-related matrices and trained the model using cosine similarity ♾️

Users can search 🔍 for movies and get recommendations tailored to their interests

Designed a beautiful UI ✨ and integrated TMDB API to display recommended movies with genre, rating ⭐, release date info