/Dell-Recommender-System

An Machine Learning based Product Recommendation System for Dell.com

Primary LanguageJupyter Notebook

Improved Product Recommendation

This repo contains the source code for web application of the project "Improved Product Recommendation System" as a part of Dell Hack2Hire-2.0.

# Clone and setup the local dev server
git clone https://github.com/arijeetsat/Dell-Recommender-System/
cd ecomm-master.zip/
python3 -m venv virtualenv
. virtualenv/bin/activate
pip install -r requirements.txt

# Prep the backend, static files and the database
cd backend_ecommerce/
python manage.py collectstatic
python manage.py makemigrations
python manage.py migrate
python manage.py createsuperuser

# Start the dev-server
python manage.py runserver

Further improvements:

  • Revamp the UI
  • Add a task manager for the backend
  • Add custom analytics
  • Implement adsense
  • Add recommendation based on ads