Machine Learning for Earth Sciences Using Python to Solve Geological Problems /

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...

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Auteur principal:	Petrelli, Maurizio (Auteur)
Collectivité auteur:	SpringerLink (Online service)
Format:	Électronique eBook
Langue:	anglais
Publié:	Cham : Springer International Publishing : Imprint: Springer, 2023.
Édition:	1st ed. 2023.
Collection:	Springer Textbooks in Earth Sciences, Geography and Environment,
Sujets:	Earth sciences. Machine learning. Artificial intelligence. Mathematics. Application software. Earth Sciences. Machine Learning. Artificial Intelligence. Applications of Mathematics. Computer and Information Systems Applications.
Accès en ligne:	https://doi.org/10.1007/978-3-031-35114-3
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