Leveraging Open Data and Machine Learning to predict HMLR Property Prices

A talk by Liam Bratley
Senior Data Scientist, Kainos

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About this talk

This talk describes the methodology used to link together disparate open data sources and create an accurate Machine Learning model to predict the price paid for all properties across England and Wales. Each of the data sources, including HMLR Price Paid data, are first introduced, and then exploratory data analysis is presented. Following this, iterations of model development are detailed, and optimal results given. Finally, the model results are validated against using additional commercial example data.

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