In this chapter, we presented two different layered views of the E2E life cycle of the IoT. We also looked at the IoT system architecture and key application domains of IoT. Following this, we defined what is meant by IoT analytics and its importance in IoT applications, with special emphasis on DL. We discussed the key characteristics of IoT and their corresponding requirements in analytics. Finally, we presented a few real IoT examples, which generate fast and streaming data as well as big data. In the next chapter, you will be introduced to several common DL models and the most cutting-edge architectures that have been introduced in recent years, and learn how they can be useful in analyzing IoT streaming and big data.
It is essential to know the basics of different DL models and their different implementation frameworks in order to use them in different IoT applications...
