A django web app for searching relevant courses from a list of more than 5000 courses (from Udemy, Edx and Coursera) and make study groups by connecting people from the same timezones and having similar interests.
It uses a content based recommendation i.e. built by creating a cosine-similarity matrix from the user search-query.
Solution Source is not available for this kit.
Solution Source is not available for this kit.
Django Webapp (deployed on heroku)
Django and related libraries i.e. used for building the web application.
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Data Analysis and Course-recommendation engine
Used for calculating cosine-similarity matrix based on user-entered queries.
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Github Repository
Kit Deployment Instructions
For local deployment -
1- Clone the git repository
2- Make a virtual environment with the package-manager of your choice (use requirments.txt to install all dependencies)
3- Activate the virtual environment
4- Run python manage.py makemigrations
5- Run python manage.py migrate
6- To start the webapp locally run - python manage.py runserver --settings config.dev_settings