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Machine Learning with Python: Principles and Practical Techniques Elements in Earth System Governance New Edition
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Machine Learning with Python: Principles and Practical Techniques Elements in Earth System Governance New Edition
This lucid textbook presents the theoretical foundations of machine learning algorithms, illustrated with detailed implementation in Python.
Machine Learning with Python: Principles and Practical Techniques Elements in Earth System Governance New Edition
Vare #: 151015562

Machine Learning with Python: Principles and Practical Techniques Elements in Earth System Governance New Edition

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This lucid textbook presents the theoretical foundations of machine learning algorithms, illustrated with detailed implementation in Python.
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Hvad der skiller sig ud

Comprehensive Coverage
This book offers an in-depth exploration of machine learning principles, tailored for Earth system governance, making it a vital resource for both practitioners and scholars in environmental science.
Practical Techniques
It includes practical techniques that empower readers to apply machine learning effectively in real-world scenarios, enhancing their problem-solving abilities in managing earth system challenges.
Updated Content
The new edition provides the latest advancements and tools in machine learning, ensuring readers are equipped with contemporary knowledge and strategies relevant to today's environmental governance issues.

Produktdetaljer

Shop Machine Learning with Python: Principles and Practical Techniques Elements in Earth System Governance New Edition online at a best price in Greenland. 1009170244
Publisher Cambridge University Press
Publication date July 31, 2025
Edition New
Language English
Print length 850 pages
ISBN-10 1009170244
ISBN-13 978-1009170246
Item Weight 1.01 pounds (460 grams)
Dimensions 6 x 1.68 x 9 inches (15.2 x 4.3 x 22.9 cm)

Hvem bør købe?

Suitable For
  • Data Scientists

    Ideal for data scientists seeking to enhance skills in machine learning applications using Python effectively.

  • Environment Researchers

    Beneficial for researchers in earth system governance to integrate machine learning into environmental data analysis.

  • Students and Educators

    Designed for students and educators looking to understand machine learning concepts and their practical implementations.

Not Suitable For
  • Complete Beginners

    Not suitable for those with no background in programming or machine learning principles.

Produktbeskrivelse

Machine Learning with Python: Principles and Practical Techniques Elements in Earth System Governance New Edition

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Kundespørgsmål og svar

  • spørgsmål: Is prior knowledge of machine learning required?

    svar: No, this book covers the subject from the ground up.
  • spørgsmål: Does the book include coding examples?

    svar: Yes, it provides detailed step-by-step coding instructions.
  • spørgsmål: Who is the target audience for this book?

    svar: It's suitable for students, professionals, and anyone looking to learn machine learning with Python.

Computer Vision & Pattern Recognition Editorial Review

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Fordele

  • Comprehensive and informative
  • Easy to understand concepts
  • Practical examples and techniques
  • Well-structured and organized
  • Great for beginners and experts

Ulemper

  • Some topics could use more depth.

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Egenskaber og fordele

  • Comprehensive guide to Machine Learning principles and techniques.
  • Step-by-step coding instructions for real-world application.
  • No prerequisites; perfect for beginners and professionals alike.
  • Extensive coverage of major techniques: regression, classification, clustering, deep learning, and association mining.
  • Includes a detailed chapter on the Python language for foundational understanding.
  • Ideal resource for computer science students and professionals seeking practical knowledge.

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