Project information

  • Name: Content Based Movie Recommendation System
  • Type: Personal
  • Project date: 10 Feb,2022
  • Project URL: Deployed App Link
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Content Based Movie Recommendation System

NLP, Data Analysis and Machine Learning
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Introduction · Steps · Contact

Deployed app

App Screenshot

Deployed app link

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.

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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

Python Streamlit NumPy Pandas Scikit-Learn

Tools used

Visual Studio Code Git GitHub

Contact

Suraj Verma | LinkedIn Suraj Verma | G Mail Suraj Verma | Portfolio

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