Introduction

In the previous chapters, we've mainly focused on the fields where deep learning stands out compared to other machine learning algorithms. However, for more structured datasets, deep learning can be of added value as well, especially when data has a temporal relationship. In this chapter, we will mainly focus on applying deep learning to predict time series and trends.