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Dan MacLean – author

In the "R Bioinformatics Cookbook", you will explore the full potential of the R programming language and the Bioconductor ecosystem to overcome challenges in bioinformatics. By working through real-world examples, you will learn to handle biological data effectively and gain insights into genomics, RNA sequencing, and advanced data visualization. What this Book will help me do Develop skills to analyze RNA sequencing data using R and Bioconductor packages such as edgeR and DESeq. Learn to create professional-grade graphical representations of biological data using ggplot and other visualization tools. Understand how to perform genome-wide studies like variant calling and metagenomics analysis with R. Master the integration of external genomic databases with Ensembl for functional annotation. Explore machine learning applications in bioinformatics including classification and clustering models. Author(s) None MacLean and Dr. Dan Maclean are experienced bioinformatics researchers and R programmers. With a deep understanding of computational biology and visualization techniques, they bring years of academic and practical expertise to help readers excel in bioinformatics. Their approachable writing style ensures that complex topics are made accessible. Who is it for? This book is ideal for bioinformatics professionals and data analysts with an interest in applying R to biological data. It is particularly suited for those with a basic knowledge of R and bioinformatics looking to enhance their analysis skills. Researchers seeking to integrate genomics and computational methods into their workflows will find this book valuable. It's perfect for anyone aiming to tackle intermediate to advanced topics in biological data analysis.

data data-science data-science-domains bioinformatics AI/ML DataViz
O'Reilly Data Science Books
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