{"product_id":"r-bioinformatics-cookbook-second-edition-utilize-r-packages-for-bioinformatics-genomics-data-science-and-machine-learning-paperback","title":"R Bioinformatics Cookbook - Second Edition: Utilize R packages for bioinformatics, genomics, data science, and machine learning - Paperback","description":"\u003cp\u003eby \u003cb\u003eDan MacLean\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eDiscover over 80 recipes for modeling and handling real-life biological data using modern libraries from the R ecosystem\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eApply modern R packages to process biological data using real-world examples\u003c\/li\u003e\n\u003cli\u003eRepresent biological data with advanced visualizations and workflows suitable for research and publications\u003c\/li\u003e\n\u003cli\u003eSolve real-world bioinformatics problems such as transcriptomics, genomics, and phylogenetics\u003c\/li\u003e\n\u003cli\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe updated second edition of R Bioinformatics Cookbook takes a recipe-based approach to show you how to conduct practical research and analysis in computational biology with R. You'll learn how to create a useful and modular R working environment, along with loading, cleaning, and analyzing data using the most up-to-date Bioconductor, ggplot2, and tidyverse tools.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book will walk you through the Bioconductor tools necessary for you to understand and carry out protocols in RNA-seq and ChIP-seq, phylogenetics, genomics, gene search, gene annotation, statistical analysis, and sequence analysis. As you advance, you'll find out how to use Quarto to create data-rich reports, presentations, and websites, as well as get a clear understanding of how machine learning techniques can be applied in the bioinformatics domain. The concluding chapters will help you develop proficiency in key skills, such as gene annotation analysis and functional programming in purrr and base R. Finally, you'll discover how to use the latest AI tools, including ChatGPT, to generate, edit, and understand R code and draft workflows for complex analyses.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll have gained a solid understanding of the skills and techniques needed to become a bioinformatics specialist and efficiently work with large and complex bioinformatics datasets.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSet up a working environment for bioinformatics analysis with R\u003c\/li\u003e\n\u003cli\u003eImport, clean, and organize bioinformatics data using tidyr\u003c\/li\u003e\n\u003cli\u003eCreate publication-quality plots, reports, and presentations using ggplot2 and Quarto\u003c\/li\u003e\n\u003cli\u003eAnalyze RNA-seq, ChIP-seq, genomics, and next-generation genetics with Bioconductor\u003c\/li\u003e\n\u003cli\u003eSearch for genes and proteins by performing phylogenetics and gene annotation\u003c\/li\u003e\n\u003cli\u003eApply ML techniques to bioinformatics data using mlr3\u003c\/li\u003e\n\u003cli\u003eStreamline programmatic work using iterators and functional tools in the base R and purrr packages\u003c\/li\u003e\n\u003cli\u003eUse ChatGPT to create, annotate, and debug code and workflows\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book is for bioinformaticians, data analysts, researchers, and R developers who want to address intermediate-to-advanced biological and bioinformatics problems by learning via a recipe-based approach. Working knowledge of the R programming language and basic knowledge of bioinformatics are prerequisites.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 396\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.81 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 31, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51778042593568,"sku":"9781837634279","price":60.46,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/553bf8e468cb5721c8ff245cdd5883d6.webp?v=1780504391","url":"https:\/\/ebocreations.com\/products\/r-bioinformatics-cookbook-second-edition-utilize-r-packages-for-bioinformatics-genomics-data-science-and-machine-learning-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}