nakshatrasinghh / Amazon-Apparel-Recommendation-System

An easy to use Amazon Recommendation System using Cosine Similarity.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Amazon-Apparel-Recommendation-System

Made with ❀️ by Nakshatra Singh.

Connect with me on LinkedIn.

Please do ⭐ the repository, if it helped you in anyway.

If you want to build something together, feel free to email me at - nakshatradsu@gmail.com πŸ“§.

πŸ‘‰ If you like my work, check out my other Repositories! πŸ‘ˆ

Statement πŸ’­:

It is a recommendation System based on Content based Clustering . Similar items are grouped or clustered using Pairwise Cosine Distances.

Problem statement πŸ€”:

Build a recommendation engine which suggests similar products to the given product in any e-commerce websites ex. Amazon.com, myntra.com etc.

Objective πŸ”:

The recommendation engine, uses information about 1,80,000 products and each product will have multiple features named

1.Title of the product 2.Brand of the product 3.Color of the product 4.Type of the product 5.Image of the apparel , etc...

Run Notebook in Colab πŸ‘‡

Open In Colab

Click on the icon to run the notebook directly in Google colab. This notebook runs without downloading the dataset (Thanks to gdown), you don't need to download anything to get started πŸ’ͺ. Just click, Learn and Explore πŸ”­πŸ€—.

Message Me

Feel free to click on the icon to personally message me on Whatsapp if you have any doubts :) Nakshatra's Whatsapp

About

An easy to use Amazon Recommendation System using Cosine Similarity.

License:MIT License


Languages

Language:Jupyter Notebook 100.0%