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Practical Computing for Biologists


Practical Computing for Biologists

Paperback by Haddock, Steven H. D. (, University of California, Santa Cruz); Dunn, Casey W. (, Yale University)

Practical Computing for Biologists

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£93.49

ISBN:
9780878933914
Publication Date:
5 Nov 2010
Language:
English
Publisher:
Oxford University Press Inc
Pages:
564 pages
Format:
Paperback
For delivery:
Estimated despatch 30 Apr - 1 May 2024
Practical Computing for Biologists

Description

Published by Sinauer Associates, an imprint of Oxford University Press. Increasingly, scientists find themselves facing exponentially larger data sets and analyses without suitable tools to deal with them. Many biologists end up using spreadsheet programs for most of their data-processing tasks and spend hours clicking around or copying and pasting, and then repeating the process for other data files. Practical Computing for Biologists shows you how to use many freely available computing tools to work more powerfully and effectively. The book was born out of the authors' own experience in developing tools for their research and helping other biologists with their computational problems. Although many of the techniques are relevant to molecular bioinformatics, the motivation for the book is much broader, focusing on topics and techniques that are applicable to a range of scientific endeavors. Twenty-two chapters organized into six parts address these topics (and more; see Contents): * Searching with regular expressions * The Unix command line * Python programming and debugging * Creating and editing graphics * Databases * Performing analyses on remote servers * Working with electronics While most of the concepts and examples apply to any operating system, the main narrative focuses on Mac OS X. Where there are differences for Windows and Linux users, parallel instructions are provided in the margin and in an appendix. The book is designed to be used as a self-guided resource for researchers, a companion book in a course, or as a primary textbook. Practical Computing for Biologists will free you from the most frustrating and time-consuming aspects of data processing so you can focus on the pleasures of scientific inquiry.

Contents

Before You Begin.- PART I: TEXT FILES.- Getting Set Up.- Regular Expressions: Powerful Search & Replace.- Exploring the Flexibility of Regular Expressions.- PART II: THE SHELL.- Command-line Operations: The Shell.- Handling Text in the Shell.- Scripting with the Shell.- PART III: PROGRAMMING.- Components of Programming.- Beginning Python Programming.- Decisions and Loops.- Reading and Writing Files.- Merging Files.- Modules and Libraries.- Debugging Strategies.- PART IV: COMBINING METHODS.- Selecting and Combining Tools.- Relational Databases.- Advanced Shell and Pipelines.- PART V: GRAPHICS.- Graphical Concepts.- Working with Vector Art.- Working with Pixel Images.- PART VI: ADVANCED TOPICS.- Working on Remote Computers.- Installing Software.- Electronics: Interacting with the Physical World.- APPENDICES.- Working with other Operating Systems.- Regular Expression Search Terms.- Shell Commands.- Python Quick Reference.- Template Programs.- Binary, Hex, and ASCII.- SQL Commands.- Index.

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