Bioinformatics with Python cookbook

Bioinformatics 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. This updated third edition of the Bioinformatics with Python Cookbook begins with...

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Bibliographic Details
Main Author: Antao, Tiago, (Author)
Format: eBook
Language: English
Published: Birmingham, UK : Packt Publishing Ltd., 2022.
Edition: Third edition.
Subjects:
Python (Computer program language)
Bioinformatics.
Computational biology.
elektronické knihy
electronic books
ISBN: 9781803236421
Physical Description: 1 online resource (360 pages) : illustrations

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Table of contents

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003 OCoLC
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006 m o d
007 cr cn|||||||||
008 221004s2022 enka o 001 0 eng d
040 |a ORMDA  |b eng  |e rda  |e pn  |c ORMDA  |d OCLCF  |d OCLCO  |d OCLCL 
020 |z 9781803236421 
035 |a (OCoLC)1346552819 
100 1 |a Antao, Tiago,  |e author. 
245 1 0 |a Bioinformatics with Python cookbook /  |c Tiago Antao. 
250 |a Third edition. 
264 1 |a Birmingham, UK :  |b Packt Publishing Ltd.,  |c 2022. 
300 |a 1 online resource (360 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
500 |a Includes index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a Bioinformatics 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. This 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. By 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. 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Python (Computer program language) 
650 0 |a Bioinformatics. 
650 0 |a Computational biology. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpBPCE000U/bioinformatics-with-python?kpromoter=marc  |y Full text 

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