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Data Science for the Geosciences free ebook download

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Computer Science

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Catalogue

Author(s):	Lijing Wang, David Zhen Yin, Jef Caers

Date:	2023	Format:	EPUB	Language:	English	ISBN/ASIN:	1009201417
Pages:	1	OCR:		Quality:		ISBN13:	9781009201414
Uploader:	tarantoga	Upload Date:	12/14/2023 12:19:59 AM

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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.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3215445	Download	https://nitroflare.com/view/64789770A271...		0.00	tarantoga

Tags: Data Geosciences Science

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Data Science for the Geosciences free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science