jalajthanaki / job_recommendation_engine

This repository contains code how to build job recommendation engine using Kaggle 'Job Recommendation Challenge' dataset

Job recommendation engine

This repository contains improvised approach for building job recommendation engine.

Dependencies

• matplotlib
• seaborn
• pandas
• numpy
• ast
• scipy
• scikit-learn

Install dependencies

* matplotlib:    $ sudo apt-get install libfreetype6-dev libpng-dev
                 $ sudo pip install matplotlib    
* seaborn:       $ sudo pip install seaborn
* pandas:        $ sudo pip install pandas
* numpy:         $ sudo pip install numpy
* ast:           By defualt available
* scipy:         $ sudo pip install scipy
* scikit-learn:  $ sudo pip install -U scikit-learn

Dataset

• You can download dataset from this link
• Make a folder input_data
• Put all datafiles inside this folder

Usage

Please run the code givne in jupyter notebook Job_recommendation_engine.ipynb