Foundations of Artificial Intelligence

Foundations of Artificial Intelligence

Foundations of Artificial Intelligence A Practical, Hands-On Introduction to AI for Beginners, Students, and Professionals By Eric Frick Artificial Intelligence is no longer a futuristic concept—it’s shaping how we work, learn, create, and make decisions every day. From recommendation engines and voice assistants to healthcare diagnostics and generative AI tools, understanding AI is quickly becoming an essential skill. Foundations of Artificial Intelligence is a clear, approachable, and hands-on guide designed to help you understand how AI really works—without advanced math, complex theory, or prior experience. Whether you’re a student, career-changer, IT professional, or simply curious about AI, this book gives you the knowledge and confidence to begin your AI journey the right way. Instead of focusing on abstract formulas, this book emphasizes real-world understanding and practical learning . You’ll explore the core ideas behind intelligence, machine learning, and modern AI systems—and then apply them through guided Python labs in a Linux-based environment. What You’ll Learn ✔ What Artificial Intelligence is—and what it is not ✔ The history and evolution of AI, from early logic systems to modern generative models ✔ How data, algorithms, and models work together to create intelligent behavior ✔ The major branches of AI, including Machine Learning, Deep Learning, NLP, Computer Vision, and Robotics ✔ How modern AI tools like Python, TensorFlow, PyTorch, and cloud platforms are used ✔ Real-world applications of AI in healthcare, business, education, government, and creative industries ✔ Ethical challenges such as bias, privacy, transparency, and responsible AI use ✔ How to get started building your own AI skills and portfolio Learn by Doing This book follows the Destin Learning “learn by doing” philosophy . Each chapter combines: Plain-language explanations - Real-world examples - Hands-on Python labs - Quizzes and reflections to reinforce learning All labs are designed to run in a Linux-based online environment , allowing you to write and execute Python code without installing software. You’ll work with real AI tools while focusing on learning—not setup. Who This Book Is For Beginners with no prior AI or programming experience - Students exploring AI, data science, or technology careers - IT professionals and developers expanding into AI - Educators and managers seeking AI literacy - Lifelong learners curious about how intelligent systems work No advanced mathematics required—just curiosity and a willingness to learn. Why This Book Is Different Most AI books are either overly technical or overly theoretical. Foundations of Artificial Intelligence bridges the gap by combining conceptual clarity, practical labs, and ethical awareness , giving you a true foundation—not just buzzwords. By the end of this book, you won’t just understand AI—you’ll know how it’s built, how it’s used, and how you can continue learning with confidence. Start your journey into Artificial Intelligence today—and build the foundation for the future of technology.