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Books > Science & Mathematics > Biology, life sciences > Molecular biology

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Genome Data Analysis (Paperback, 1st ed. 2019) Loot Price: R1,420
Discovery Miles 14 200
You Save: R375 (21%)
Genome Data Analysis (Paperback, 1st ed. 2019): Ju Han Kim

Genome Data Analysis (Paperback, 1st ed. 2019)

Ju Han Kim

Series: Learning Materials in Biosciences

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List price R1,795 Loot Price R1,420 Discovery Miles 14 200 | Repayment Terms: R132 pm x 12* You Save R375 (21%)

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This textbook describes recent advances in genomics and bioinformatics and provides numerous examples of genome data analysis that illustrate its relevance to real world problems and will improve the reader's bioinformatics skills. Basic data preprocessing with normalization and filtering, primary pattern analysis, and machine learning algorithms using R and Python are demonstrated for gene-expression microarrays, genotyping microarrays, next-generation sequencing data, epigenomic data, and biological network and semantic analyses. In addition, detailed attention is devoted to integrative genomic data analysis, including multivariate data projection, gene-metabolic pathway mapping, automated biomolecular annotation, text mining of factual and literature databases, and integrated management of biomolecular databases. The textbook is primarily intended for life scientists, medical scientists, statisticians, data processing researchers, engineers, and other beginners in bioinformatics who are experiencing difficulty in approaching the field. However, it will also serve as a simple guideline for experts unfamiliar with the new, developing subfield of genomic analysis within bioinformatics.

General

Imprint: Springer Verlag, Singapore
Country of origin: Singapore
Series: Learning Materials in Biosciences
Release date: July 2019
First published: 2019
Authors: Ju Han Kim
Dimensions: 240 x 168 x 20mm (L x W x T)
Format: Paperback
Pages: 313
Edition: 1st ed. 2019
ISBN-13: 978-981-13-1941-9
Languages: English
Subtitles: Korean
Categories: Books > Medicine > General issues
Books > Science & Mathematics > Mathematics
Books > Medicine > General issues > Medical equipment & techniques
Books > Medicine > General issues > Public health & preventive medicine
Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Biology, life sciences > Molecular biology
Books > Medicine > General issues > Medical equipment & techniques > Medical research
Books > Medicine > General issues > Public health & preventive medicine > Epidemiology & medical statistics
Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Genetics (non-medical) > DNA
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LSN: 981-13-1941-3
Barcode: 9789811319419

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