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Artículo: AMZ-B0CHL1CFLK
Bioinformatics with R: A Comprehensive Guide (Statistics with R Software)
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Paperback
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0.62 kg
0.62 kg
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Sí
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Amazon
Amazon
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USA
USA
Sobre este producto
- "Bioinformatics with R: A Comprehensive Guide" is a book that provides an in-depth and practical exploration of bioinformatics using the R programming language. It is designed to be a valuable resource for both beginners and experienced bioinformaticians who want to leverage R for various biological data analysis tasks.Key Features:Foundations of Bioinformatics: The book begins with an introduction to the fundamental concepts of bioinformatics, covering topics such as biological data types, databases, and sequence analysis. It provides readers with a solid foundation in the field.R Programming for Bioinformatics: "Bioinformatics with R" guides readers through the essentials of R programming, even if they have no prior coding experience. It covers basic data structures, data manipulation, and visualization.Data Import and Preprocessing: The book delves into data preprocessing techniques specific to bioinformatics, including quality control, data normalization, and handling various data formats such as FASTQ, BAM, and BED.Statistical Analysis: Readers learn how to perform statistical analysis on biological data, including differential gene expression analysis, hypothesis testing, and correlation analysis using R packages like DESeq2 and limma.Visualization: The book emphasizes the importance of data visualization in bioinformatics and demonstrates how to create informative plots and graphs using R's powerful visualization libraries.Advanced Topics: Advanced bioinformatics topics such as machine learning for classification and prediction, network analysis, pathway enrichment analysis, and structural bioinformatics are covered, offering readers a deeper understanding of the field.Real-World Examples: The book includes numerous real-world examples and case studies, allowing readers to apply what they've learned to practical bioinformatics problems.Hands-On Exercises: Each chapter includes hands-on exercises and practical examples that reinforce learning and encourage readers to practice their skills.Companion Materials: The book may include companion materials such as datasets, code snippets, and R scripts, making it easier for readers to follow along and experiment with the examples.Comprehensive Resource: "Bioinformatics with R" serves as both a tutorial and reference guide, making it a valuable resource for researchers, students, and professionals in the field of bioinformatics.Whether you are a biologist looking to analyze your own data or a bioinformatician aiming to expand your R skills, "Bioinformatics with R: A Comprehensive Guide" equips you with the knowledge and tools needed to harness the power of R for effective biological data analysis and interpretation.
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