{"product_id":"bioinformatics-with-python-cookbook-second-edition-learn-how-to-use-modern-python-bioinformatics-libraries-and-applications-to-do-cutting-edge-rese-9781789344691","title":"Bioinformatics with Python Cookbook - Second Edition: Learn how to use modern Python bioinformatics libraries and applications to do cutting-edge rese","description":"\u003cp\u003e • Author(s): Tiago Antao\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Bioinformatics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eDiscover modern, next-generation sequencing libraries from Python ecosystem to analyze large amounts of biological data\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003ePerform complex bioinformatics analysis using the most important Python libraries and applications\u003c\/li\u003e\n\u003cli\u003eImplement next-generation sequencing, metagenomics, automating analysis, population genetics, and more\u003c\/li\u003e\n\u003cli\u003eExplore various statistical and machine learning techniques for bioinformatics data analysis\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\u003eBioinformatics is an active research field that uses a range of simple-to-advanced computations to extract valuable information from biological data.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book covers next-generation sequencing, genomics, metagenomics, population genetics, phylogenetics, and proteomics. You'll learn modern programming techniques to analyze large amounts of biological data. With the help of real-world examples, you'll convert, analyze, and visualize datasets using various Python tools and libraries.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book will help you get a better understanding of working with a Galaxy server, which is the most widely used bioinformatics web-based pipeline system. This updated edition also includes advanced next-generation sequencing filtering techniques. You'll also explore topics such as SNP discovery using statistical approaches under high-performance computing frameworks such as Dask and Spark.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll be able to use and implement modern programming techniques and frameworks to deal with the ever-increasing deluge of bioinformatics data.\u003c\/p\u003e\u003cp\u003e \u003cstrong\u003eWhat you will learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn how to process large next-generation sequencing (NGS) datasets\u003c\/li\u003e\n\u003cli\u003eWork with genomic dataset using the FASTQ, BAM, and VCF formats\u003c\/li\u003e\n\u003cli\u003eLearn to perform sequence comparison and phylogenetic reconstruction\u003c\/li\u003e\n\u003cli\u003ePerform complex analysis with protemics data\u003c\/li\u003e\n\u003cli\u003eUse Python to interact with Galaxy servers\u003c\/li\u003e\n\u003cli\u003eUse High-performance computing techniques with Dask and Spark\u003c\/li\u003e\n\u003cli\u003eVisualize protein dataset interactions using Cytoscape\u003c\/li\u003e\n\u003cli\u003eUse PCA and Decision Trees, two machine learning techniques, with biological datasets\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for Data data Scientistsscientists, Bioinformatics bioinformatics analysts, researchers, and Python developers who want to address intermediate-to-advanced biological and bioinformatics problems using a recipe-based approach. Working knowledge of the Python programming language is expected.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46480298246295,"sku":"9781789344691","price":7254.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781789344691.jpg?v=1766308441","url":"https:\/\/atlanticbooks.com\/products\/bioinformatics-with-python-cookbook-second-edition-learn-how-to-use-modern-python-bioinformatics-libraries-and-applications-to-do-cutting-edge-rese-9781789344691","provider":"Atlantic Books","version":"1.0","type":"link"}