The Art of Feature Engineering
Essentials for Machine Learning
by Pablo Duboue, PhD
The book was chapter reviewed by more than 30 people plus full book reviewed by two anonymous reviewers provided by Cambridge University Press. However, given the complexity of the material and its 10,000 lines of Python code, errors might lurk.
Reporting Errors
To contact the author regarding potential errors
Please use errata @ textualization.ca (only for errors in the book).
As with most books, the manuscript went through many revisions during writing.
This section will be expanded as errata are issued.
Expansions
Currently, no erratas have been issued, but there are two expansions:
- The second case study in Chapter 7 has been expanded, using 10-year-old data to make predictions.
- The third case study in Chapter 10 has been expanded, computing landmarks using clustering.