TY  - BOOK
AU  - Antao,Tiago
TI  - Bioinformatics with Python cookbook
SN  - 9781803236421
AV  - QA76.73.P98 
U1  - 005.133 23
PY  - 2022///
CY  - Birmingham, UK
PB  - Packt Publishing Ltd.
KW  - Python (Computer program language)
KW  - Bioinformatics
KW  - Computational biology
N1  - Includes index; Available to OhioLINK libraries
N2  - 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
ER  -