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amazon_apparel_recommendation_system's Introduction

Amazon-Apparel-Recommendation-System

Business Problem

Problem Description

Build a recommendation engine which suggests similar products (apparel) to the given product (apparel) in any e-commerce websites.

Problem Statement

Recommending similar apparel items to user. Its estimated that amazon's 35% revenue is generated using product recommendations.

Sources

https://www.kaggle.com/nicapotato/womens-ecommerce-clothing-reviews

Getting Started

Start by downloading the project and run "Amazon_Apparel_Recommendation.ipynb" file in ipython-notebook.

Prerequisites

You need to have installed following softwares and libraries before running this project.

Libraries

  • scikit-learn: scikit-learn is a Python module for machine learning built on top of SciPy.

    • pip install scikit-learn
    • conda install -c anaconda scikit-learn
  • scipy: SciPy is a Python-based ecosystem of open-source software for mathematics, science, and engineering.

    • pip install scipy
    • conda install -c anaconda scipy

Authors

โ€ข Manish Vishwakarma - Complete work

amazon_apparel_recommendation_system's People

Contributors

manish-vi avatar

Watchers

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