TY - BOOK AU - Buffalo,Vince TI - Bioinformatics data skills SN - 1449367372 AV - QH324.2 .B84 2015 PY - 2015/// CY - Sebastopol, CA PB - O'Reilly KW - Bioinformatics KW - Big data KW - Database management KW - Biology KW - Data processing KW - Information science KW - Computational Biology KW - Database Management Systems KW - Automatic Data Processing KW - Information Science N1 - Includes bibliographical references (pages 479-482) and index; 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 ER -