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£99.75

Cambridge University Press Data Science for the Geosciences

Name: Data Science for the Geosciences
Brand: Cambridge University Press
Price: 99.75 GBP
Availability: InStock

Cartography, Geodesy & Geographic Information Systems

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Description

Data Science for the Geosciences provides students and instructors with the statistical and machine learning foundations to address Earth science questions using real-world case studies in natural hazards, climate change, environmental contamination and Earth resources. It focuses on techniques that address common characteristics of geoscientific data, including extremes, multivariate, compositional, geospatial and space-time methods. Step-by-step instructions are provided, enabling readers to easily follow the protocols for each method, solve their geoscientific problems and make interpretations. With an emphasis on intuitive reasoning throughout, students are encouraged to develop their understanding without the need for complex mathematics, making this the perfect text for those with limited mathematical or coding experience. Students can test their skills with homework exercises that focus on data scientific analysis, modeling, and prediction problems, and through the use of supplemental Python notebooks that can be applied to real datasets worldwide.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 1009201417
Category: Books > Subjects > Science, Nature & Maths > Earth Sciences > Geography > Cartography, Geodesy & Geographic Information Systems
Domain: Amazon UK
Release Date: 17 August 2023
Listed Since: 24 March 2023

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Cambridge University Press Data Science for the Geosciences

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