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Bioinformatics with python cookbook : use modern Python libraries and applications to solve real-world computational biology problems / Tiago Antao

By: Material type: TextTextPublication details: United Kingdom Packt Publishing 2022Description: 340 pISBN:
  • 9781803236421
Subject(s): DDC classification:
  • 005.133 ANT-T
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Holdings
Item type Current library Collection Shelving location Call number Status Notes Date due Barcode Item holds
Course Text Book Course Text Book BITS Pilani Hyderabad 003-007 Text & Reference Section (Student cannot borrow these books) 005.133 ANT-T (Browse shelf(Opens below)) Checked out Accn No. 47765 24/09/2025 T00105
Total holds: 0

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.

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