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Bioinformatics data skills

[reproducible and robust research with Open Source tools]
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Verfasser: Suche nach diesem Verfasser Buffalo, Vince (Verfasser)
Jahr: [2015]
Verlag: Sebastopol, CA, O'Reilly Media, Inc.
Mediengruppe: Dauerleihe
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Inhalt

This practical book teaches the skills that scientists need for turning large sequencing datasets into reproducible and robust biological findings. Many biologists begin their bioinformatics training by learning languages like Perl and R alongside the Unix command line. But there¿s a huge gap between knowing a few programming languages and being prepared to analyze large amounts of biological data.
 
Rather than teach bioinformatics as a set of workflows that are likely to change with this rapidly evolving field, this book demsonstrates the practice of bioinformatics through data skills. Rigorous assessment of data quality and of the effectiveness of tools is the foundation of reproducible and robust bioinformatics analysis. Through open source and freely available tools, you¿ll learn not only how to do bioinformatics, but how to approach problems as a bioinformatician.
 
Go from handling small problems with messy scripts to tackling large problems with clever methods and tools
Focus on high-throughput (or "next generation") sequencing data
Learn data analysis with modern methods, versus covering older theoretical concepts
Understand how to choose and implement the best tool for the job
Delve into methods that lead to easier, more reproducible, and robust bioinformatics analysis

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Details

Verfasser: Suche nach diesem Verfasser Buffalo, Vince (Verfasser)
Verfasserangabe: Vince Buffalo
Jahr: [2015]
Verlag: Sebastopol, CA, O'Reilly Media, Inc.
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Systematik: Suche nach dieser Systematik MA-20, BI-50
Suche nach diesem Interessenskreis
ISBN: 9781449367374
2. ISBN: 1449367372
Beschreibung: First edition, first release, xxv, 507 Seiten, Diagramme
Schlagwörter: Biologie Methoden; Datenverarbeitung
Suche nach dieser Beteiligten Person
Sprache: Englisch
Originaltitel: Bioinformatics data skills
Mediengruppe: Dauerleihe