@Inbook{duboue2022feature,
author="Duboue, Pablo",
editor="Egger, Roman",
title="Feature Engineering",
bookTitle="Applied Data Science in Tourism: Interdisciplinary Approaches, Methodologies, and Applications",
year="2022",
publisher="Springer International Publishing",
address="Cham",
pages="109--127",
isbn="978-3-030-88389-8",
doi="10.1007/978-3-030-88389-8_7",
url="http://www.datascience-in-tourism.com/?page_id=308"
}
Building on my work researching the Art of Feature Engineering, I wrote a lighter take on the topic for a beginner audience, as a chapter contributed to the book Applied Data Science in Tourism: Interdisciplinary Approaches, Methodologies, and Applications, edited by Prof. Roman Egger.
The book chapter includes a small case study using PySpark over AirBnB data.