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chicagohood_ml's Introduction

HoodZ

(One-stop solution for upcoming students)

Problem Statement

  • Help upcoming students in Chicago in finding the best places/neighborhoods to live based on several AI and data-driven tags.
  • Employ a data-driven multiple-tags based recommendation system (RecSys), where tags are context-aware.

Solution

  • Using an AI-based model at the core to handle the data and make predictions and then there is a map where we can portray those insights and based on the preference a student can select which neighborhood he/she prefers.

Step 1 - Select a School

DemoImage

Step 2 - Tag the Hood

WhatsApp Image 2024-04-07 at 10 26 13

Screen Recording: https://drive.google.com/file/d/1Uz6mS6em7Eh2p0aGB43obt34L1ySeSZF/view?usp=sharing

Tech Stack

  • Approaches
    • Natural Language Processing
    • TGCN
    • Folksonomy
    • TRAL
  • Libraries
    • NetworkX
    • BertTopic Transformer Model
    • NLTK
    • SpellChecker
    • Pandas
  • Front & Back-end
    • Python
    • HTML, CSS
    • JS, JQuery

Applications | MultipleTags-based Recommendation System

  • Healthcare
  • Finance
  • Education
  • Fire-forest Management etc.

Need more Information or have Suggestions?

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chicagohood_ml's People

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