Welcome to Bangalore House Price Prediction

[Amey-Thakur]

Project  ·  IIT Ropar and Diginique Techlabs  ·  2021

Predicting house prices in Bangalore from location, size and area, with a web application in front of the model. Built as the project for the Python crash course internship.

 

Authors

Amey Thakur  ·  ORCID 0000-0001-5644-1575

Mega Satish  ·  ORCID 0000-0002-1844-9557

 

Inside

• The model and the application that serves it
• The project report, and the research paper with its draft, preprint and figures
• The internship training certificate, completion letters and a letter of recommendation

 

It runs at huggingface.co/spaces/ameythakur/Bangalore-House-Price-Prediction, and the course it came out of is at Python Crash Course.

 

Most of the effort in a problem like this is not the regression, it is the cleaning: the same locality spelled several ways, total square feet written as a range, and sizes recorded as text. The model is only as good as the decisions made before it ever sees the data.

 

If something is broken or unclear, reply here.

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Every subject, laboratory and project across the four years is indexed at
Computer Engineering

Graduate work is at MEng Computer Engineering