Probabilistic Numerics: Computation as Machine Learning, (Hardcover)
物品 #: 158367166

Probabilistic Numerics: Computation as Machine Learning, (Hardcover)

物品 #: 158367166

HKD 668

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What Stands Out

Integrative Approach
Combines traditional numerical methods with machine learning, providing a new framework for solving computational problems more efficiently than conventional techniques.
Advanced Techniques
Incorporates cutting-edge probabilistic methods, enabling enhanced accuracy and adaptability in diverse applications, addressing limitations faced by traditional algorithms.
Interdisciplinary Appeal
Designed for researchers and practitioners across mathematics, computer science, and engineering, fostering collaboration and innovation in the fields of computational and statistical learning.

產品詳情

Shop Probabilistic Numerics: Computation as Machine Learning, (Hardcover) online at a best price in 香港. 379786566
Manual & guide typeInstruction Manual
Book formatHardcover
Edition1
Skill levelAdvanced
Pages410
LanguageEnglish
BrandPhilipp Hennig
Pub date2022-06-30
AuthorCambridge University Press
SubgenreGeneral
GenreComputing & Internet
Bisac subject headingComputers
Series titleNo Series
Dimensions8.03 x 0.94 x 10.00 in (20.4 x 2.4 x 25.4 cm)
Age groupAdult
Retail packagingSingle Piece
Original languagesEnglish

Who Should Buy?

Suitable For
  • Mathematics Researchers

    Ideal for researchers exploring uncertainty quantification and the integration of machine learning into computational mathematics.

  • Data Scientists

    Beneficial for data scientists seeking to enhance predictive modeling through probabilistic approaches in numerical computation.

  • Graduate Students

    Recommended for graduate students studying numerical methods and machine learning who require advanced theoretical insights.

Not Suitable For
  • Casual Readers

    Not suitable for casual readers lacking a strong background in mathematics or computational sciences.

產品敘述

Probabilistic Numerics: Computation as Machine Learning, (Hardcover)

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Philipp Hennig General Computers & Technology Books Editorial Review

Probabilistic Numerics: Computation as Machine Learning is an advanced hardcover book that delves into the intersection of probabilistic methods and computational mathematics, providing a thorough instructional manual for readers with a strong background in the field. Authored by Philipp Hennig and published by Cambridge University Press, this 410-page volume explores foundational concepts and cutting-edge techniques, making it a valuable resource for academics and professionals alike. The book is designed for adults and is the first edition, focusing on the growing discipline of probabilistic numerics, and is highlighted for its clear explanations and comprehensive approach to complex topics.

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優點

  • Comprehensive coverage of probabilistic methods
  • Designed for advanced readers
  • High-quality hardcover format
  • Well-organized instructional manual
  • Published by Cambridge University Press

缺點

  • Content may be too advanced for beginners

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