AI-Powered Smart Cost Estimation for Construction Planning | CNST Group 16 Final Project

Описание: 🚀 Welcome to CNST Group 16's final project presentation: "AI-Powered Smart Cost Estimation for Construction Planning."

In this project, we developed a machine learning-based predictive model to accurately estimate final construction costs using real-world construction data from 2004 to 2023. Our AI solution analyzes key factors like project type, area, duration, and contractor grade to help planners make smarter, faster, and more cost-effective decisions.

📊 Key Highlights:

Data preprocessing and quality checks

Feature engineering for construction attributes

Predictive modeling using Linear Regression, Random Forest, XGBoost, and Neural Networks

What-if scenario simulations for project planning

Interactive visualizations for insights

This project demonstrates how AI can revolutionize cost estimation in the construction industry by improving accuracy, reducing risks, and enhancing planning efficiency.

Github repository link:

https://github.com/Kirankulkarni-6264/AI-P...

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