{"product_id":"bioinformatics-with-python-cookbook-third-edition-use-modern-python-libraries-and-applications-to-solve-real-world-computational-biology-problems-paperback","title":"Bioinformatics with Python Cookbook - Third Edition: Use modern Python libraries and applications to solve real-world computational biology problems - Paperback","description":"\u003cp\u003eby \u003cb\u003eTiago Antao\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eDiscover modern, next-generation sequencing libraries from the powerful Python ecosystem to perform cutting-edge research and analyze large amounts of biological data\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\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 essential Python libraries and applications\u003c\/li\u003e\n\u003cli\u003eImplement next-generation sequencing, metagenomics, automating analysis, population genetics, and much 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, and this book will show you how to manage these tasks using Python.\u003c\/p\u003e\u003cp\u003eThis updated third edition of the Bioinformatics with Python Cookbook begins with a quick overview of the various tools and libraries in the Python ecosystem that will help you convert, analyze, and visualize biological datasets. Next, you'll cover key techniques for next-generation sequencing, single-cell analysis, genomics, metagenomics, population genetics, phylogenetics, and proteomics with the help of real-world examples. You'll learn how to work with important pipeline systems, such as Galaxy servers and Snakemake, and understand the various modules in Python for functional and asynchronous programming. This book will also help you explore topics such as SNP discovery using statistical approaches under high-performance computing frameworks, including Dask and Spark. In addition to this, you'll explore the application of machine learning algorithms in bioinformatics.\u003c\/p\u003e\u003cp\u003eBy the end of this bioinformatics Python book, you'll be equipped with the knowledge you need to implement the latest programming techniques and frameworks, empowering you to deal with bioinformatics data on every scale.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBecome well-versed with data processing libraries such as NumPy, pandas, arrow, and zarr in the context of bioinformatic analysis\u003c\/li\u003e\n\u003cli\u003eInteract with genomic databases\u003c\/li\u003e\n\u003cli\u003eSolve real-world problems in the fields of population genetics, phylogenetics, and proteomics\u003c\/li\u003e\n\u003cli\u003eBuild bioinformatics pipelines using a Galaxy server and Snakemake\u003c\/li\u003e\n\u003cli\u003eWork with functools and itertools for functional programming\u003c\/li\u003e\n\u003cli\u003ePerform parallel processing with Dask on biological data\u003c\/li\u003e\n\u003cli\u003eExplore principal component analysis (PCA) techniques with scikit-learn\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\u003eThis book is for bioinformatics analysts, data scientists, computational biologists, researchers, and Python developers who want to address intermediate-to-advanced biological and bioinformatics problems. Working knowledge of the Python programming language is expected. Basic knowledge of biology will also be helpful.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 360\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.75 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e September 27, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42719540903999,"sku":"9781803236421","price":100.2,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/aa622c5004caf1ddcaa032a63c39759f.webp?v=1765085999","url":"https:\/\/dhlswag.com\/products\/bioinformatics-with-python-cookbook-third-edition-use-modern-python-libraries-and-applications-to-solve-real-world-computational-biology-problems-paperback","provider":"BBB","version":"1.0","type":"link"}