We are now truly at the end. We hope you enjoyed the book and feel well-equipped to start your own machine learning adventure.

We also hope you learned the importance of carefully testing your methods. In particular, we hope you've understood the importance of using the correct cross-validation method and not reporting training test results, which are an overinflated estimate of how good your method really is.