{"product_id":"bioinformatics-data-skills-reproducible-and-robust-research-with-open-source-tools-9781449367374","title":"Bioinformatics Data Skills: Reproducible and Robust Research with Open Source Tools","description":"\u003cp\u003e • Author(s): Vince Buffalo\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Programming - Open Source\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eLearn the data skills necessary for turning large sequencing datasets into reproducible and robust biological findings. With this practical guide, youâ ll learn how to use freely available open source tools to extract meaning from large complex biological data sets. \u003c\/p\u003e\u003cp\u003e At no other point in human history has our ability to understand lifeâ 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, youâ re ready to get started. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eGo from handling small problems with messy scripts to tackling large problems with clever methods and tools \u003c\/li\u003e\n\u003cli\u003eProcess bioinformatics data with powerful Unix pipelines and data tools \u003c\/li\u003e\n\u003cli\u003eLearn how to use exploratory data analysis techniques in the R language \u003c\/li\u003e\n\u003cli\u003eUse efficient methods to work with genomic range data and range operations \u003c\/li\u003e\n\u003cli\u003eWork with common genomics data file formats like FASTA, FASTQ, SAM, and BAM \u003c\/li\u003e\n\u003cli\u003eManage your bioinformatics project with the Git version control system \u003c\/li\u003e\n\u003cli\u003eTackle tedious data processing tasks with with Bash scripts and Makefiles \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45029408571543,"sku":"9781449367374","price":3847.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781449367374.webp?v=1769203835","url":"https:\/\/atlanticbooks.com\/products\/bioinformatics-data-skills-reproducible-and-robust-research-with-open-source-tools-9781449367374","provider":"Atlantic Books","version":"1.0","type":"link"}