Artificial Intelligence in Earth Science : Best Practices and Fundamental Challenges

Name: Artificial Intelligence in Earth Science
Brand: Elsevier - Health Sciences Division
SKU: 9780323917377
Price: 25550 KES
Availability: OutOfStock
ISBN: 9780323917377

Book Details

Format Paperback / softback

ISBN-10 0323917372

ISBN-13 9780323917377

Publisher Elsevier - Health Sciences Division

Imprint Elsevier - Health Sciences Division

Country of Manufacture NL

Country of Publication GB

Publication Date Apr 26th, 2023

Print length 430 Pages

Weight 894 grams

Dimensions 19.00 x 23.50 x 2.40 cms

Product Classification: Geology & the lithosphere Geology, geomorphology and the lithosphere Artificial intelligence Artificial intelligence (AI)

KSh 25,550.00

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Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges provides a comprehensive, step-by-step guide to AI workflows for solving problems in Earth Science. The book focuses on the most challenging problems in applying AI in Earth system sciences, such as training data preparation, model selection, hyperparameter tuning, model structure optimization, spatiotemporal generalization, transforming model results into products, and explaining trained models. In addition, it provides full-stack workflow tutorials to help walk readers through the whole process, regardless of previous AI experience. The book tackles the complexity of Earth system problems in AI engineering, fully guiding geoscientists who are planning to implement AI in their daily work.

Get Artificial Intelligence in Earth Science by Nicoleta Cristea at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Elsevier - Health Sciences Division and it has 430 pages.