Papers and slides:
- Feature Engineering - Knowledge Discovery and Data Mining 1, by Roman Kern: http://kti.tugraz.at/staff/denis/courses/kddm1/featureengineering.pdf
- Feature Engineering and Selection (https://people.eecs.berkeley.edu/~jordan/courses/294-fall09/lectures/feature/slides.pdf) - CS 294: Practical Machine Learning, Berkeley: https://people.eecs.berkeley.edu/~jordan/courses/294-fall09/lectures/feature/
- Feature Engineering by Leon Bottou, Princeton: http://www.cs.princeton.edu/courses/archive/spring10/cos424/slides/18-feat.pdf
Blog posts:
- Discover Feature Engineering - How to Engineer Features and How to Get Good at It: https://machinelearningmastery.com/discover-feature-engineering-how-to-engineer-features-and-how-to-get-good-at-it/
- Machine Learning Mastery: https://machinelearningmastery.com/start-here/
Books:
- Feature Extraction, Construction, and...
