Understanding Artificial Intelligence
eBook - PDF

Understanding Artificial Intelligence

Fundamentals and Applications

Albert Chun-Chen Liu,Oscar Ming Kin Law,Iain Law

  1. English
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  3. Available on iOS & Android
eBook - PDF

Understanding Artificial Intelligence

Fundamentals and Applications

Albert Chun-Chen Liu,Oscar Ming Kin Law,Iain Law

Book details
Table of contents
Citations

About This Book

Understanding Artificial Intelligence

Provides students across majors with a clear and accessible overview of new artificial intelligence technologies and applications

Artificial intelligence (AI) is broadly defined as computers programmed to simulate the cognitive functions of the human mind. In combination with the Neural Network (NN), Big Data (BD), and the Internet of Things (IoT), artificial intelligence has transformed everyday life: self-driving cars, delivery drones, digital assistants, facial recognition devices, autonomous vacuum cleaners, and mobile navigation apps all rely on AI to perform tasks. With the rise of artificial intelligence, the job market of the near future will be radically different???many jobs will disappear, yet new jobs and opportunities will emerge.

Understanding Artificial Intelligence: Fundamentals and Applications covers the fundamental concepts and key technologies of AI while exploring its impact on the future of work. Requiring no previous background in artificial intelligence, this easy-to-understand textbook addresses AI challenges in healthcare, finance, retail, manufacturing, agriculture, government, and smart city development. Each chapter includes simple computer laboratories to teach students how to develop artificial intelligence applications and integrate software and hardware for robotic development. In addition, this text:

  • Focuses on artificial intelligence applications in different industries and sectors
  • Traces the history of neural networks and explains popular neural network architectures
  • Covers AI technologies, such as Machine Vision (MV), Natural Language Processing (NLP), and Unmanned Aerial Vehicles (UAV)
  • Describes various artificial intelligence computational platforms, including Google Tensor Processing Unit (TPU) and Kneron Neural Processing Unit (NPU)
  • Highlights the development of new artificial intelligence hardware and architectures

Understanding Artificial Intelligence: Fundamentals and Applications is an excellent textbook for undergraduates in business, humanities, the arts, science, healthcare, engineering, and many other disciplines. It is also an invaluable guide for working professionals wanting to learn about the ways AI is changing their particular field.

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Information

Publisher
Wiley-IEEE Press
Year
2022
ISBN
9781119858348
Edition
1
Topic
Informatique
Subtopic
Intelligence artificielle (IA) et sémantique

Table of contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Contents
  5. List of Figures
  6. Preface
  7. Acknowledgments
  8. Author Biographies
  9. Chapter 1 Introduction
  10. Chapter 2 Neural Network
  11. Chapter 3 Machine Vision
  12. Chapter 4 Natural Language Processing
  13. Chapter 5 Autonomous Vehicle
  14. Chapter 6 Drone
  15. Chapter 7 Healthcare
  16. Chapter 8 Finance
  17. Chapter 9 Retail
  18. Chapter 10 Manufacturing
  19. Chapter 11 Agriculture
  20. Chapter 12 Smart City
  21. Chapter 13 Government
  22. Chapter 14 Computing Platform
  23. Appendix A Kneron Neural Processing Unit
  24. Appendix B Object Detection – Overview
  25. Appendix C Object Detection – Hardware
  26. Appendix D Hardware Transfer Mode
  27. Appendix E Object Detection – Software (Optional)
  28. References
  29. Index
  30. EULA
Citation styles for Understanding Artificial Intelligence

APA 6 Citation

Liu, A. C.-C., Law, O. M. K., & Law, I. (2022). Understanding Artificial Intelligence (1st ed.). Wiley. Retrieved from https://www.perlego.com/book/3719911/understanding-artificial-intelligence-fundamentals-and-applications-pdf (Original work published 2022)

Chicago Citation

Liu, Albert Chun-Chen, Oscar Ming Kin Law, and Iain Law. (2022) 2022. Understanding Artificial Intelligence. 1st ed. Wiley. https://www.perlego.com/book/3719911/understanding-artificial-intelligence-fundamentals-and-applications-pdf.

Harvard Citation

Liu, A. C.-C., Law, O. M. K. and Law, I. (2022) Understanding Artificial Intelligence. 1st edn. Wiley. Available at: https://www.perlego.com/book/3719911/understanding-artificial-intelligence-fundamentals-and-applications-pdf (Accessed: 15 October 2022).

MLA 7 Citation

Liu, Albert Chun-Chen, Oscar Ming Kin Law, and Iain Law. Understanding Artificial Intelligence. 1st ed. Wiley, 2022. Web. 15 Oct. 2022.