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Artificial Intelligence
A Guide for Non-Experts

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About this book:

Artificial Intelligence: A Guide for Non-Experts invites you to step beyond the hype and discover what AI truly is, how it works, and why it matters in every facet of modern life. Starting with a clear, jargon‑free definition, the book walks you through the evolution of AI from ancient myths to today’s breakthroughs, explaining the three categories of intelligence—narrow, general, and super‑intelligent—so you can separate reality from science fiction. Each concept is illustrated with everyday examples such as smartphone assistants, spam filters, and recommendation engines, making abstract ideas tangible and relevant.

You will gain a solid grasp of the technologies that power AI, including machine learning, neural networks, and deep learning, and learn how these systems are trained on data to recognize patterns, understand language, and interpret images. The guide demystifies the mechanics behind supervised, unsupervised, and reinforcement learning, and shows how convolutional and recurrent networks enable computers to ā€œseeā€ and ā€œhearā€ the world. By the end of these chapters you will be able to explain why a self‑driving car can navigate traffic, how a voice assistant understands your request, and why a medical scan can be analyzed by an algorithm with remarkable accuracy.

Beyond the technical foundations, the book explores AI’s impact on society: its role in transforming business operations, revolutionizing healthcare diagnostics and drug discovery, augmenting creative endeavors in art, music, and writing, and reshaping the future of work and the economy. You will examine the ethical challenges posed by bias, black‑box decision making, privacy concerns, and autonomous weapons, and learn how researchers are striving for fairness, transparency, and accountability. Real‑world case studies from industries such as finance, manufacturing, and retail illustrate both the promise and the pitfalls of deploying AI at scale.

Finally, the guide empowers you to engage with AI yourself, even without writing a single line of code. You will discover no‑code platforms that let you build image classifiers, sentiment analyzers, and simple automation workflows, and you will learn how to prompt large language models for writing, brainstorming, and personal productivity. The book concludes with a roadmap for staying informed—curated newsletters, podcasts, videos, and communities—so you can continue to explore AI’s rapid evolution long after you finish reading. By the last page you will have the confidence to discuss AI knowledgeably, to use its tools responsibly, and to think critically about its role in shaping our future.

What You'll Find Inside:
  • Explains core AI concepts like machine learning, neural networks, and deep learning using plain language and real-world examples, requiring no technical background.
  • Covers practical applications of AI in daily life (smartphones, streaming), business, healthcare, and creative fields with concrete illustrations.
  • Examines critical ethical challenges including algorithmic bias, the black box problem, privacy concerns, and societal impacts on work and inequality.
  • Provides guidance for getting started with AI tools without coding and strategies for staying informed about rapid developments in the field.
  • Explores both current narrow AI systems and future possibilities including artificial general intelligence (AGI) and long-term societal transformations.
Who's It For:

This book is designed for non-experts with curiosity about artificial intelligence who lack technical backgrounds in computer science or mathematics. It's ideal for professionals seeking to understand AI's impact on their industry, students exploring the field, and general readers who want to move beyond sensational headlines to grasp how AI actually works, where it's applied today, and what ethical considerations it raises for society.

Author:

Dr Alex Bugeja PhD

Published By:

Ephyia Publishing


Date Published:

May 17, 2026

Language:

English

Also Available In:

Dutch

Word Count:

58,155 words

Reading Time:

4 hours 4 minutes

Sample:

Read Sample


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