02617cam a22003855a 45000010009000000050017000090080041000260100017000670200018000840350024001020400069001260820019001951000020002142450049002342460090002832500012003732600035003853000034004205000024004545000023004785040031005015050649005325200625011816500033018066500028018396500039018676500037019066500032019436500040019756510010020156530024020259420008020499990017020579520157020741896197920161017122005.0160204s2015    caua   frbd   001 0 eng d  a  2015458838  a9781449367374  a(OCoLC)ocn916120899  aYDXCPbengcYDXCPerdadNMTdIAXdMOUdOCLCFdNKMdDLCdEG-ScBUE04a005.7bBUF2221 aBuffalo, Vince.10aBioinformatics data skills /cVince Buffalo.34aBioinformatics data skills :breproducible and robust research with open source tools  a1st ed.  aSebastopol :bO'Reilly,c2015.  axxv, 507 p. :bill. ;c24 cm.  aIndex : p. 483-507.  aIncludes glossary.  aBibliography : p. 479-482.0 aIdeology : data skills for robust and reproducible bioinformatics. How to learn bioinformatics -- Prerequisites : essential skills for getting started with a bioinformatics project. Setting up and managing a bioinformatics project -- Remedial Unix shell -- Working with remote machines -- Git for scientists -- Bioinformatics data -- Practice : bioinformatics data skills. Unix data tools -- A rapid introduction to the R language -- Working with range data -- Working with sequence data -- Working with alignment data -- Bioinformatics shell scripting, writing pipelines, and parallelizing tasks -- Out-of-memory approaches : Tabix and SGLite.  aLearn the data skills necessary for turning large sequencing datasets into reproducible and robust biological findings. With this practical guide, you'll learn how to use freely available open source tools to extract meaning from large complex biological datasets. 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. This intermediate-level book teaches the general computational and data skills you need to analyze biological data. If you have experience with a scripting language like Python, you're ready to get started.  7aBioinformatics.2BUEsh95545 7aBig data.2BUEsh936502 7aDatabase management.2BUEsh911309 0aBiologyxData processing.2BUEsh 0aInformation science.2BUEsh 0aDatabase Management Systems.2BUEsh  2BUEsh  bCOMSCIcOctober2016  2ddc  c22641d22613  00102ddc40708AcademicaMAINbMAINcLOWd2016-10-17ePurchaseg472.00h9128l1m16o005.7 BUFp000034124r2025-07-15 00:00:00s2021-05-20v590.00yBB