Grokking Artificial Intelligence Algorithms : Understand and apply the core algorithms of deep learning and artificial intelligence in this friendly illustrated guide including exercises and examples (Paperback)
This book takes an impossibly broad area of computer science and communicates what working developers need to understand in a clear and thorough way.
Grokking Artificial Intelligence Algorithms : Understand and apply the core algorithms of deep learning and artificial intelligence in this friendly illustrated guide including exercises and examples (Paperback)
Número do item: 71300429

Grokking Artificial Intelligence Algorithms : Understand and apply the core algorithms of deep learning and artificial intelligence in this friendly

Número do item: 71300429

R$ 694

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This book takes an impossibly broad area of computer science and communicates what working developers need to understand in a clear and thorough way.
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Destaques do Produto

Illustrated Learning
Visual aids enhance understanding, making complex AI concepts accessible. This friendly guide caters to both beginners and experienced learners, fostering a deeper grasp of algorithms through engaging illustrations.
Hands-on Exercises
Real-world examples and exercises solidify the application of deep learning theories. Readers gain practical experience, ensuring they can implement AI algorithms effectively once they grasp the foundational concepts.
Comprehensive Coverage
Covers essential algorithms in depth, offering a thorough exploration of AI fundamentals. This ensures readers are well-equipped to tackle challenges in the ever-evolving field of artificial intelligence.

Detalhes do produto

Discover the must-know algorithms of AI and deep learning in this illustrated guide. Recommended exercises and real-world examples included. Shop now at Ubuy, your Brasil.
  • This book takes an impossibly broad area of computer science and communicates what working developers need to understand in a clear and thorough way. - David Jacobs, Product Advance Local Key Features Master the core algorithms of deep learning and AI Build an intuitive understanding of AI problems and solutions Written in simple language, with lots of illustrations and hands-on examples Creative coding exercises, including building a maze puzzle game and exploring drone optimization About The Book Artificial intelligence requires teaching a computer how to approach different types of problems in a systematic way. The core of AI is the algorithms that the system uses to do things like identifying objects in an image, interpreting the meaning of text, or looking for patterns in data to spot fraud and other anomalies. Mastering the core algorithms for search, image recognition, and other common tasks is essential to building good AI applications Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts.You'll explore coding challenges like detect­ing bank fraud, creating artistic masterpieces, and setting a self-driving car in motion. All you need is the algebra you remember from high school math class and beginning programming skills. What You Will Learn Use cases for different AI algorithms Intelligent search for decision making Biologically inspired algorithms Machine learning and neural networks Reinforcement learning to build a better robot This Book Is Written For For software developers with high school-level math skills. About the Author Rishal Hurbans is a technologist, startup and AI group founder, and international speaker. Table of Contents 1 Intuition of artificial intelligence 2 Search fundamentals 3 Intelligent search 4 Evolutionary algorithms 5 Advanced evolutionary approaches 6 Swarm intelligence: Ants 7 Swarm intelligence: Particles 8 Machine learning 9 Artificial neural networks 10 Reinforcement learning with Q-learning
Book formatPaperback
Fiction/nonfictionNon-Fiction
GenreComputing & Internet
Publication dateSeptember, 2020
Pages392
Reading levelProfessional & Vocational
Edition1st Edition
PublisherManning
Original languagesEnglish
LanguageEnglish
Edu focusTechnology
Educational levelHigh School
IllustratorTim Archbold
Binding typePerfect Binding
Assembled product height0.8 in
Assembled product weight1.45 lb (660 grams)
Bisac subject headingComputers

Para quem é indicado?

Suitable For
  • Beginners in AI

    Ideal for newcomers seeking a clear, illustrated introduction to deep learning concepts and algorithms.

  • Self-learners

    Great for individuals who prefer to study at their own pace through exercises and practical examples.

  • Educators and Trainers

    Useful for teachers looking for accessible materials to teach AI concepts effectively using illustrations.

Not Suitable For
  • Advanced Practitioners

    Not suited for experienced professionals seeking in-depth technical discussions and complex AI algorithms.

DESCRIÇÃO DO PRODUTO

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Perguntas e respostas do cliente

  • Pergunta: Who is this book for?

    Resposta: This book is designed for software developers with high school-level math skills.
  • Pergunta: What key concepts does this book cover?

    Resposta: The book covers core algorithms of AI, machine learning, neural networks, and reinforcement learning.
  • Pergunta: Are there practical exercises included?

    Resposta: Yes, it includes creative coding exercises to enhance learning, such as building a maze puzzle game.

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