Bioinformatics with Python Cookbook: Use modern Python libraries and applications to solve real-world computational (repost)
Bioinformatics with Python Cookbook:
Use modern Python libraries and applications to solve real-world computational biology problems, 3rd Edition
English | 2022 | ISBN: 1803236426 | 360 Pages | PDF (True) | 24 MB
Use modern Python libraries and applications to solve real-world computational biology problems, 3rd Edition
English | 2022 | ISBN: 1803236426 | 360 Pages | PDF (True) | 24 MB
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.