Mastering Artificial Intelligence: For Intermediate (AI, the whole new world)

Mastering Artificial Intelligence: For Intermediate (AI, the whole new world)

Mastering Artificial Intelligence: An Essential Guide for Intermediates You've taken your first steps into the world of AI — now it's time to go deeper. Mastering Artificial Intelligence is a practical and insightful guide for those who already understand the basics and are ready to elevate their knowledge and skills to the next level. From the core principles of machine learning and deep learning to the powerful techniques behind generative AI, this book demystifies complex concepts and helps you apply them in real-world scenarios. You'll explore essential models like Decision Trees, SVMs, K-Means, and PCA, while also learning how to evaluate, improve, and deploy AI systems responsibly. But AI isn’t just about algorithms. This guide also takes you through the ethical, social, and economic implications of artificial intelligence — helping you understand not just what AI can do, but what it should do. Whether you're working with no-code tools, crafting advanced prompts for generative models, or preparing to tackle multimodal and federated AI systems, you'll find practical insights and future-forward perspectives in every chapter. By the end of this journey, you'll no longer be a passive observer of the AI revolution — you’ll be an informed, creative, and responsible participant shaping its future.