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Data Structures & Algorithms for AI: Building Smart Systems

Data Structures & Algorithms for AI: Building Smart Systems

Paperback

Series: AI from Scratch: Step-By-Step Guide to Mastering Artificial Intelligence, Book 3

General Computers

ISBN13: 9798309264209
Publisher: Independently Published
Published: Feb 3 2025
Pages: 310
Weight: 1.59
Height: 0.65 Width: 8.50 Depth: 11.00
Language: English
AI from Scratch: Step-by-Step Guide to Mastering Artificial Intelligence (Book 3)

Artificial 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.

Data Structures & Algorithms for AI: Building Smart Systems 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.

What You'll Learn:

  • How arrays, linked lists, trees, graphs, and hash tables impact AI efficiency
  • Graph algorithms, reinforcement learning, and heuristic search for AI applications
  • Sorting, dynamic programming, and metaheuristics to optimize AI performance
  • Deep learning data structures, parallel computing, and real-time AI systems
  • AI-ready probabilistic data structures for handling large-scale and streaming data

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Gutiérrez, Gilbert

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General Computers