Building a Linear Regression Model for Predicting House Prices

Dr. Soumen Atta, Ph.D.
8 min readApr 2, 2024
Building a Linear Regression Model for Predicting House Prices

In this tutorial, we will walk through the process of building a Linear Regression model to predict house prices. We will utilize Python and popular libraries such as NumPy, pandas, and scikit-learn. The dataset we’ll use contains information on square footage, bedrooms, bathrooms, and corresponding house prices.

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Dr. Soumen Atta, Ph.D.

Assistant Professor, Center for Information Technologies and Applied Mathematics, School of Engineering and Management, University of Nova Gorica, Slovenia