{"product_id":"practical-mathematics-for-artificial-intelligence-linear-algebra-probability-calculus-and-optimization-through-real-ai-applications-9798243602853","title":"Practical Mathematics for Artificial Intelligence: Linear Algebra, Probability, Calculus, and Optimization Through Real AI Applications","description":"\u003cp\u003e • Author(s): Preety Verma | Jitendra Singh\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eArtificial Intelligence doesn't have to feel overwhelming.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eBehind every intelligent system is a small set of mathematical ideas working quietly in the background. Yet these ideas are often buried under heavy notation and abstract theory. This book was written to change that.\u003c\/p\u003e\u003cp\u003eThis book explains the mathematics behind modern artificial intelligence in a clear, intuitive, and practical way. Instead of focusing on formal proofs, it helps you understand how and why AI systems learn, make predictions, and take decisions. The emphasis is on insight, not intimidation.\u003c\/p\u003e\u003cp\u003eYou will learn how mathematical thinking shapes real AI methods such as machine learning, optimization, and neural networks. Each concept is introduced with motivation, explained through intuition, and connected directly to practical applications-so you can see how the pieces fit together.\u003c\/p\u003e\u003cp\u003eIn this book, you will discover: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eHow simple mathematical ideas power complex AI systems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWhy learning algorithms work, not just how to use them\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHow to reason about data, uncertainty, and predictions\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eThe intuition behind optimization and intelligent decision-making\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHow theory connects to real-world AI applications\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book is designed for: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eStudents who want to truly understand artificial intelligence\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eProfessionals working with AI tools who want deeper insight\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSelf-learners frustrated by overly technical explanations\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eReaders without an advanced math background who want confidence\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eNo advanced prerequisites are required beyond basic algebra and curiosity. Whether you are preparing for study, strengthening your professional skills, or seeking a clear mental model of how AI works, this book provides an accessible and lasting mathematical foundation.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnderstand the ideas. Build better intelligence.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47572121780375,"sku":"9798243602853","price":1078.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798243602853.webp?v=1774889031","url":"https:\/\/atlanticbooks.com\/products\/practical-mathematics-for-artificial-intelligence-linear-algebra-probability-calculus-and-optimization-through-real-ai-applications-9798243602853","provider":"Atlantic Books","version":"1.0","type":"link"}