Mastering Python for Bioinformatics is popular PDF and ePub book, written by Ken Youens-Clark in 2021-05-05, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Mastering Python for Bioinformatics can be Read Online from any device for your convenience.
Mastering Python for Bioinformatics Book PDF Summary
Life scientists today urgently need training in bioinformatics skills. Too many bioinformatics programs are poorly written and barely maintained--usually by students and researchers who've never learned basic programming skills. This practical guide shows postdoc bioinformatics professionals and students how to exploit the best parts of Python to solve problems in biology while creating documented, tested, reproducible software. Ken Youens-Clark, author of Tiny Python Projects (Manning), demonstrates not only how to write effective Python code but also how to use tests to write and refactor scientific programs. You'll learn the latest Python features and toolsâ??including linters, formatters, type checkers, and testsâ??to create documented and tested programs. You'll also tackle 14 challenges in Rosalind, a problem-solving platform for learning bioinformatics and programming. Create command-line Python programs to document and validate parameters Write tests to verify refactor programs and confirm they're correct Address bioinformatics ideas using Python data structures and modules such as Biopython Create reproducible shortcuts and workflows using makefiles Parse essential bioinformatics file formats such as FASTA and FASTQ Find patterns of text using regular expressions Use higher-order functions in Python like filter(), map(), and reduce()
Detail Book of Mastering Python for Bioinformatics PDF
- Author : Ken Youens-Clark
- Release : 05 May 2021
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781098100858
- Genre : Computers
- Total Page : 457 pages
- Language : English
- PDF File Size : 7,9 Mb
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