Link for the Competition: www.kaggle.com/competitions/ml-olympiad-sustainable-urban-living

Link for the notebooks: https://www.kaggle.com/code/hadriencr/sustainable-urban-living

https://www.kaggle.com/code/rupanshukapoor/sustainable-urban-living (teammate)

📰 Summary of the task

Finding a suitable place to live is a crucial decision, significantly impacting your well-being. While online listings provide information, it can be challenging to assess a property's true "habitability" based solely on descriptions. This is where AI can lend a helping hand!

Goal: Develop an ML model that predicts the Sustainable Habitability Score of a property based on the provided data.

🗃️ Table of Contents

My approach to the competition

🔍 Exploratory Data Analysis

💭 Pipeline Design

Model Building

📋 What I learned from It

❓ What failed

✅ What worked