Chapter 8: Machine Learning¶
Authors: Mahesh Agarwal, Nathan Carter, and David Oury
Digital resources supplementing the chapter
Boston Housing Dataset Example¶
The chapter includes code that loads a built-in scikit-learn dataset of Boston housing prices from 1978 and fits a linear model using appropriate train/test splitting and simple feature selection. (The dataset's origins are documented here.)
Run Jupyter notebook online using Google Colab:
View Jupyter notebook on GitHub