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Machine Learning System Design: With end-to-end examples
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Machine Learning System Design: With end-to-end examples
Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems.
Machine Learning System Design: With end-to-end examples
Vare #: 100635161

Machine Learning System Design: With end-to-end examples

Vare #: 100635161

DKK 587

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Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems.
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Hvad der skiller sig ud

Comprehensive Examples
Offers detailed end-to-end examples that illustrate practical applications of machine learning, enhancing understanding and usability for practitioners and learners alike.
User-Centric Approach
Focuses on real-world problems, ensuring that readers learn to design systems that effectively address specific user needs and industry requirements.
Expert Insights
Includes expert opinions and best practices, providing readers with the knowledge to avoid common pitfalls and optimize their machine learning system designs.

Produktdetaljer

Shop Machine Learning System Design: With end-to-end examples online at a best price in Danmark. 1633438759
Publisher Manning Publications
Publication date February 25, 2025
Language English
Print length 376 pages
ISBN-10 1633438759
ISBN-13 978-1633438750
Item Weight 1.4 pounds (640 grams)
Dimensions 7.38 x 0.94 x 9.25 inches (18.7 x 2.4 x 23.5 cm)

Hvem bør købe?

Suitable For
  • Aspiring Data Scientists

    Ideal for those looking to gain practical insights and hands-on experience in designing machine learning systems.

  • Software Engineers

    Beneficial for engineers transitioning to machine learning, needing guidance on integrating ML systems into existing applications.

  • AI Enthusiasts

    Great for individuals passionate about AI who want to understand comprehensive system design through real-world examples.

Not Suitable For
  • Beginner Programmers

    Not suitable for users with limited programming experience who may struggle with advanced concepts and examples presented.

Produktbeskrivelse

Machine Learning System Design: With end-to-end examples

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Kundespørgsmål og svar

  • spørgsmål: What skills do I need to benefit from this book?

    svar: A basic understanding of software engineering and machine learning is required.
  • spørgsmål: What formats does the book offer?

    svar: The print book purchase includes free eBook versions in PDF and ePub formats.
  • spørgsmål: Who are the authors of this book?

    svar: The authors are Valerii Babushkin and Arseny Kravchenko, both experienced professionals in data science and machine learning.

Data Modeling & Design Editorial Review

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Fordele

  • Clear explanations of concepts
  • Practical end-to-end examples
  • Comprehensive coverage of topics
  • Suitable for various skill levels

Ulemper

  • Some sections could use more depth.

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DKK 587

Bestil nu og få den omkring Lørdag, Oktober 10

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PCI DSS-kompatibel og ISO 27001:2022-certificeret, med krypteret betaling og fuld køberbeskyttelse på hver ordre

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Egenskaber og fordele

  • Step-by-step framework for designing ML systems.
  • Includes information gathering, release, and maintenance.
  • Real-world examples and requirement checklists provided.
  • Covers common pitfalls and dataset-related issues.
  • Enhances ML system design interview preparation.
  • Filled with practical tips from experienced authors.

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