Conclusion and Advanced Topics

Abstract

This chapter aims to conclude this book by first summarizing all the concepts and methods we covered. We then briefly discuss seven more advanced topics related to demand prediction, such as deep learning methods, transfer learning, and data censoring. For each topic, we provide a number of relevant references for interested readers. We close by discussing several decisions that can be guided by prescriptive analytics tools that rely on demand prediction.