| 000 | 02399nam a22003617i 4500 | ||
|---|---|---|---|
| 999 |
_c288014 _d288014 |
||
| 001 | 1346552819 | ||
| 003 | OCoLC | ||
| 005 | 20230704115103.0 | ||
| 006 | m o d | ||
| 007 | cr cnu|||unuuu | ||
| 008 | 221004s2022 enka o 001 0 eng d | ||
| 020 | _a9781803236421 | ||
| 035 | _a(OCoLC)1346552819 | ||
| 037 |
_a9781803236421 _bO'Reilly Media |
||
| 040 |
_aORMDA _beng _erda _epn _cMUL |
||
| 050 | 4 | _aQA76.73.P98 | |
| 082 | 0 | 4 |
_a005.133 _223 _bANT |
| 100 | 1 |
_aAntao, Tiago, _eauthor _912347 |
|
| 245 | 1 | 0 |
_aBioinformatics with Python cookbook / _cTiago Antao |
| 250 | _aThird edition | ||
| 264 | 1 |
_aBirmingham, UK : _bPackt Publishing Ltd., _cc2022 |
|
| 300 |
_axviii, 340 p. ; _billustrations _c24 cm. |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_bc _2rdamedia |
||
| 500 | _aIncludes index | ||
| 506 | _aAvailable to OhioLINK libraries | ||
| 520 | _aBioinformatics 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 | ||
| 650 | 0 |
_aPython (Computer program language) _95808 |
|
| 650 | 0 |
_aBioinformatics _912147 |
|
| 650 | 0 |
_aComputational biology _912156 |
|
| 942 |
_2ddc _cBK |
||