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Data Science for Neuroimaging: An Introduction free ebook download

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Biomedical Engineering

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Author(s):	Ariel Rokem

Date:	2024	Format:	rar	Language:	English	ISBN/ASIN:	0691222754
Pages:	392	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	3/24/2024 8:16:09 AM

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0691222754 rar
0691222754 rar
Data science methods and toolsincluding programming, data management, visualization, and machine learningand their application to neuroimaging research

As neuroimaging turns toward data-intensive discovery, researchers in the field must learn to access, manage, and analyze datasets at unprecedented scales. Concerns about reproducibility and increased rigor in reporting of scientific results also demand higher standards of computational practice. This book offers neuroimaging researchers an introduction to data science, presenting methods, tools, and approaches that facilitate automated, reproducible, and scalable analysis and understanding of data. Through guided, hands-on explorations of openly available neuroimaging datasets, the book explains such elements of data science as programming, data management, visualization, and machine learning, and describes their application to neuroimaging. Readers will come away with broadly relevant data science skills that they can easily translate to their own questions.

Fills the need for an authoritative resource on data science for neuroimaging researchers
 Strong emphasis on programming
 Provides extensive code examples written in the Python programming language
 Draws on openly available neuroimaging datasets for examples
 Written entirely in the Jupyter notebook format, so the code examples can be executed, modified, and re-executed as part of the learning process
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3245242	Book	https://nitroflare.com/view/7970E9875C6E...		0.00	topron

Tags: Data Introduction Neuroimaging Science

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Data Science for Neuroimaging: An Introduction free ebook download

Category: Biomedical Engineering

Description: Click to see full description

Category:
Biomedical Engineering