Classifying images with a neural network is one of the most iconic jobs in deep learning. But it certainly isn't the only job that neural networks excel at. Another area where there's a lot of research happening is recurrent neural networks.
In this chapter, we'll dive into recurrent neural networks, and how they can be used in scenarios where you have to deal with time series data; for example, in an IoT solution where you need to predict temperatures or other important values.
The following topics are covered in this chapter:
- What are recurrent neural networks?
- Usage scenarios for recurrent neural networks
- How do recurrent neural networks work
- Building recurrent neural networks with CNTK