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Machine Learning for Earth Sciences: Using Python to Solve Geological Problems (Springer Textbooks in Earth Sciences, Geography and Environment) book cover by Maurizio Petrelli
Hardcover

Machine Learning for Earth Sciences: Using Python to Solve Geological Problems (Springer Textbooks in Earth Sciences, Geography and Environment)

by Maurizio Petrelli

Hardcover · 209 pages Springer International Publishing · 2023

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Hardcoverfrom $85.99
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About the book

Machine Learning for Earth Sciences

This textbook introduces the reader to Machine Learning (ML) applications in Earth Sciences. In detail, it starts by describing the basics of machine learning and its potentials in Earth Sciences to solve geological problems. It describes the main Python tools devoted to ML, the typical workflow of ML applications in Earth Sciences, and proceeds with reporting how ML algorithms work. The book provides many examples of ML application to Earth Sciences problems in many fields, such as the clustering and dimensionality reduction in petro-volcanological studies, the clustering of multi-spectral data, well-log data facies classification, and machine learning regression in petrology. Also, the book introduces the basics of parallel computing and how to scale ML models in the cloud. The book is devoted to Earth Scientists, at any level, from students to academics and professionals.



The book, Machine Learning for Earth Sciences: Using Python to Solve Geological Problems (Springer Textbooks in Earth Sciences, Geography and Environment) [Bulk, Wholesale, Quantity] ISBN#9783031351136 in Hardcover by Maurizio Petrelli may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Author
Maurizio Petrelli
Format
Hardcover
Published
Sep 23, 2023
ISBN-13
9783031351136
Pages
209
Printing
Printed on demand
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Machine Learning for Earth Sciences in bulk: pricing

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CopiesPrice per copyYou save
25 – 49 $87.99 12% off list
50 – 99 $86.99 13% off list
100+ $85.99 14% off list
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