02448cam a22003735a 4500 18961979 20161017122005.0 160204s2015 caua frbd 001 0 eng d 2015458838 9781449367374 (OCoLC)ocn916120899 YDXCP eng YDXCP rda NMT IAX MOU OCLCF NKM DLC EG-ScBUE 005.7 BUF 22 Buffalo, Vince. Bioinformatics data skills / Vince Buffalo. Bioinformatics data skills : reproducible and robust research with open source tools 1st ed. Sebastopol : O'Reilly, 2015. xxv, 507 p. : ill. ; 24 cm. Index : p. 483-507. Includes glossary. Bibliography : p. 479-482. Ideology : 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. Learn 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. Bioinformatics. BUEsh 5545 Big data. BUEsh 36502 Database management. BUEsh 11309 Biology Data processing. BUEsh Information science. BUEsh Database Management Systems. BUEsh BUEsh COMSCI October2016 ddc 22641 22613 0 0 ddc 0 0 Academic MAIN MAIN LOW 2016-10-17 Purchase 472.00 9128 1 16 005.7 BUF 000034124 2025-07-15 00:00:00 2021-05-20 590.00 BB