Chapter 14: Conclusions and Next Steps

Congratulations on finishing this book! You have been introduced to a lot of interesting concepts, methods, and implementations related to hyperparameter tuning throughout the previous chapters. This chapter summarizes all the important lessons learned in the previous chapters, and will introduce you to several topics or implementations that you may benefit from that we have not covered yet in this book.

The following are the main topics that will be discussed in this chapter:

  • Revisiting hyperparameter tuning methods and packages
  • Revisiting HTDM
  • What’s next?

Revisiting hyperparameter tuning methods and packages

Throughout this book, we have discussed four groups of hyperparameter tuning methods, including ...

Get Hyperparameter Tuning with Python now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.