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mobilerecommandedsystem's Introduction

MobileRecommenderSystem 📲

Try it out by yourself! - https://mobilerecommandedsystem-6qjdoxwysxq9qftmp4cs4x.streamlit.app/

Data Aquasition:

Scraped data from Flipkart Using bs4 and requests Library.

Download data from my Kaggle account : https://www.kaggle.com/gyanprakashkushwaha

Mobile List in which my model is Trained

  1. Xiaomi (Mi)
  2. Samsung
  3. Apple
  4. OnePlus
  5. Realme
  6. Vivo
  7. Oppo
  8. Motorola
  9. Techno
  10. Infinix

Mobile Specs:

  1. name
  2. ratings
  3. image
  4. price
  5. storage and ram
  6. processor and Operating System
  7. camera
  8. display
  9. network
  10. battery

Model Training:

  1. Vecorizations to convert text to vectors(numbers)
  2. cosine similarity to recommend mobiles

Deployment and webpage:

Used Streamlit

mobilerecommandedsystem's People

Contributors

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Watchers

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