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

We also hope you have learned the importance of carefully testing your methods, in particular, of using correct cross-validation and not reporting training test results, which are an over-inflated estimate of how good your method really is.