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Bioinformatics Data Skills : Reproducible and Robust Research with Open Source Tools by Vince Buffalo (2015, Trade Paperback)

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At no other point in human history has our ability to understand life’s complexities been so dependent on our skills to work with and analyze data. If you have experience with a scripting language like Python, you’re ready to get started.

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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

Product Identifiers

Publisher
O'reilly Media, Incorporated
ISBN-10
1449367372
ISBN-13
9781449367374
eBay Product ID (ePID)
201595784

Product Key Features

Author
Vince Buffalo
Publication Name
Bioinformatics Data Skills : Reproducible and Robust Research with Open Source Tools
Format
Trade Paperback
Language
English
Publication Year
2015
Type
Textbook
Number of Pages
536 Pages

Dimensions

Item Length
9.3in
Item Height
1.2in
Item Width
7.6in
Item Weight
33 Oz

Additional Product Features

Lc Classification Number
Qh324.2.B838 2015
Copyright Date
2015
Target Audience
Scholarly & Professional
Topic
Programming / Open Source
Lccn
2015-458838
Dewey Decimal
570.285
Dewey Edition
23
Illustrated
Yes
Genre
Computers

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Bioinformatics Data Skills : Reproducible and Robust Research with Open Source Tools by Vince Buffalo (2015, Trade Paperback)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

All listings for this product

item 1 Bioinformatics Data Skills: Reproducible and Robust Research with Open Source To

item 2 Bioinformatics Data Skills : Reproducible and Robust Research.. FREE SHIPPING

item 3 Bioinformatics Data Skills: Reproduc..., Buffalo, Vince

item 4 Bioinformatics Data Skills: Reproducible and Robust Research with Open Source To

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item 6 Bioinformatics Data Skills: Reproducible - Paperback, by Buffalo Vince - Good

item 7 Bioinformatics Data Skills : Reproducible and Robust Research With Open Sourc...

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Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)

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