Project information
- Name: Content Based Movie Recommendation System
- Type: Personal
- Project date: 10 Feb,2022
- Project URL: Deployed App Link
Content Based Movie Recommendation System
NLP, Data Analysis and Machine Learning
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Introduction
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Steps
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Contact
Deployed app
Introduction
- This project aims to recommend similar movies based on a given movie.
- NLP and Machine Learning is the main approach.
- The data used for this project is the TMDB Movies Dataset.
Steps
- Click on the movie select box.
- Select any movie for 5000 choices.
- Click on Recommend.
- Get the top 5 similar or recommended movie based on factors such as overview, genres, actors, diretors, etc.
Requirements
- Python
- Numpy
- Pandas
- Streamlit
- Scikit-Learn
- Checkout requirements.txt for more information.
Technologies used
Tools used