A Step Towards Society 5.0

5Machine Learning and Deep Learning Are Crucial to the Existence of IoT and Big Data

Muhammad Tahir, Nawaf N. Hamadneh, and Mohammad Khalid Imam Rahmani

DOI: 10.1201/9781003138037-5

Contents

1. 5.1Introduction
2. 5.2The Internet of Things (IoT)
3. 5.3IoT Components
4. 5.4IoT Features
5. 5.5IoT Architecture
6. 5.6ML and DL Techniques
7. 5.7The Role of ML and DL Techniques in IoT
8. 5.8IoT Applications
9. 5.8.1IoT in Agriculture
10. 5.8.2IoT in Healthcare
11. 5.8.3IoT in Transportation
12. 5.8.4IoT in Government
13. 5.8.5IoT in Energy
14. 5.8.6IoT in Homes
15. 5.8.7IoT in the Supply Chain
16. 5.9Future Research Potential
17. 5.10Conclusion

5.1 Introduction

The Internet of Things (IoT) refers to billions of objects (things) that are connected to each other over the internet where they collect data from ...