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The Hundred-Page Machine Learning Book. Andriy Burkov

The Hundred-Page Machine Learning Book. Andriy Burkov
Очікується доп. тираж
Код: WM-025532
450₴
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Безготівковий розрахунок (IBAN)
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Опис The Hundred-Page Machine Learning Book. Andriy Burkov

Description of The Hundred-Page Machine Learning Book by Andriy Burkov

Andriy Burkov's The Hundred-Page Machine Learning Book is a concise and comprehensive introduction to the field of machine learning. Designed for both beginners and experienced practitioners, this book provides a clear, structured overview of core concepts and techniques in machine learning, making it an essential guide for anyone looking to understand or advance in this domain.

    Key Topics Covered:

  • Fundamental concepts of supervised, unsupervised, and reinforcement learning.
  • The mathematics underpinning machine learning, including linear algebra, calculus, and probability.
  • Popular algorithms such as linear regression, decision trees, support vector machines, and neural networks.
  • Advanced topics like ensemble methods, deep learning, and model evaluation metrics.
  • Practical guidance on implementing machine learning models using Python and popular libraries.
  • Ethical considerations in machine learning, such as fairness, bias, and interpretability.

    What Makes This Book Unique:

  • Brevity with Depth: At just 100 pages, it delivers a focused yet comprehensive overview without unnecessary jargon.
  • Illustrative Examples: Clear examples and intuitive explanations make complex topics accessible.
  • Applicability: Suitable for quick onboarding of beginners while offering depth to reinforce the knowledge of seasoned professionals.
  • Expert Authorship: Written by Andriy Burkov, a seasoned machine learning expert with years of practical experience.

    Who Is This Book For?

  • Data scientists and engineers seeking a quick yet solid understanding of machine learning.
  • Software developers transitioning into machine learning roles.
  • Students and self-learners looking for a foundational resource.
  • Professionals needing a refresher or compact reference on key ML concepts.

Why Read This Book?
The Hundred-Page Machine Learning Book is an invaluable resource that balances brevity and substance, offering readers a strong foundation in machine learning without overwhelming them. Its practical insights and approachable style make it a must-read for anyone diving into the field.

Основні характеристики The Hundred-Page Machine Learning Book. Andriy Burkov

Основні характеристики
Автор Andriy Burkov
Мова видання Англійська

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The Hundred-Page Machine Learning Book. Andriy Burkov
The Hundred-Page Machine Learning Book. Andriy Burkov
Код: WM-025532
Очікується доп. тираж
450₴
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