{"product_id":"data-structures-algorithms-for-ai-building-smart-systems-9798309264209","title":"Data Structures \u0026 Algorithms for AI: Building Smart Systems","description":"\u003cp\u003e • Author(s): Gilbert Gutiérrez\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAI from Scratch: Step-by-Step Guide to Mastering Artificial Intelligence (Book 3)\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eArtificial Intelligence (AI) is transforming industries, from healthcare to finance, robotics to real-time decision-making. But what makes AI models truly efficient? The answer lies in data structures and algorithms-the backbone of AI performance, scalability, and optimization. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eData Structures \u0026amp; Algorithms for AI: Building Smart Systems\u003c\/b\u003e is a comprehensive guide designed to help AI engineers, machine learning practitioners, and software developers master the core computational techniques that power modern AI systems. As the third book in the AI from Scratch series, this volume takes a deep dive into the computational foundations necessary to build fast, scalable, and intelligent AI solutions. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat You'll Learn: \u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eHow arrays, linked lists, trees, graphs, and hash tables impact AI efficiency\u003c\/li\u003e\n\u003cli\u003eGraph algorithms, reinforcement learning, and heuristic search for AI applications\u003c\/li\u003e\n\u003cli\u003eSorting, dynamic programming, and metaheuristics to optimize AI performance\u003c\/li\u003e\n\u003cli\u003eDeep learning data structures, parallel computing, and real-time AI systems\u003c\/li\u003e\n\u003cli\u003eAI-ready probabilistic data structures for handling large-scale and streaming data\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWhy This Book?\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eUnlike traditional algorithm books, which focus on generic applications, this book is tailored for AI professionals. You'll learn how to implement AI-driven data structures with a focus on speed, memory optimization, and scalability. From neural network optimizations to AI-powered search techniques, this book provides the computational toolkit needed for building high-performance AI applications. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWho Should Read This Book?\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eAI \u0026amp; Machine Learning Engineers optimizing model performance\u003c\/li\u003e\n\u003cli\u003eData Scientists looking for AI-focused algorithmic techniques\u003c\/li\u003e\n\u003cli\u003eSoftware Developers implementing AI-based applications\u003c\/li\u003e\n\u003cli\u003eResearchers \u0026amp; Students wanting a deep dive into AI-specific data structures\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eWith real-world case studies, hands-on examples, and AI-specific optimizations, this book ensures that you don't just learn how data structures and algorithms work-but how to apply them to build smarter AI systems. \u003cp\u003e\u003c\/p\u003eMaster the computational backbone of AI-optimize, scale, and innovate!","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45554254151831,"sku":"9798309264209","price":2741.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798309264209.webp?v=1768588071","url":"https:\/\/atlanticbooks.com\/products\/data-structures-algorithms-for-ai-building-smart-systems-9798309264209","provider":"Atlantic Books","version":"1.0","type":"link"}