Intelligent Movie Recommendations System

Movie Recommendation System Django + Machine Learning

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Intelligent Movie Recommendation System

This is a Movie Recommendation System made using Python and the Django framework. It uses machine learning to suggest movies based on user interest. The web interface is simple and easy to use.

It’s a good project for students or anyone who wants to learn how movie suggestion systems work using ML.

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Project Summary

Attribute Description
Project Name Movie Recommendation System
Language/s Used Python, HTML, CSS, JavaScript
Framework Django
Database SQLite3
Type Web Application
Developer UPDATEGADH

Available Features

  • AI-Based Movie Recommendation
    Automatically suggests similar or related movies based on user search input using a pre-trained model.
  • Search with Auto Suggestion
    Integrated search functionality using jQuery UI for dynamic movie title suggestions.
  • Responsive Frontend Interface
    Includes HTML, CSS (navbar.css, page.css, cursor.css), and JavaScript for an interactive UI.
  • Background Video & Custom Branding
    Uses a video background (production ID_4779866.mp4) and branding elements like logo.png.
  • Static Resource Setup
    Assets such as icons, fonts, and normalization styles are included:
    @tabler/icons, font-awesome, normalize.css, jquery-ui, bootstrap.
  • Integrated Machine Learning Model
    The system is connected to a model in .parquet format that enables accurate movie suggestions.
  • Included Training Notebook
    A Jupyter Notebook (Movie_Recommendation_System_Complete_Guide.ipynb) is provided for understanding and replicating the training process.

Project Structure Overview

  • movie_recommendation/ — Main Django app config
  • recommender/ — Contains core logic for recommendation, views, and URLs
  • db.sqlite3 — Preconfigured SQLite database
  • static/ — Frontend styling and static assets
  • templates/ — HTML templates used in rendering pages
  • requirements.txt — All Python dependencies for easy setup
  • manage.py — Django management script

Buy Now
Movie-Recommendation-System-Django-Machine-Learning1-1024x549 Movie Recommendation System Django + Machine Learning
Movie-Recommendation-System-Django-Machine-Learning-1024x544 Movie Recommendation System Django + Machine Learning

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