Understanding Artificial Intelligence
eBook - PDF

Understanding Artificial Intelligence

Fundamentals and Applications

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

Understanding Artificial Intelligence

Fundamentals and Applications

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.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn more here.
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Understanding Artificial Intelligence by Albert Chun-Chen Liu,Oscar Ming Kin Law,Iain Law in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

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