Computing Patterns in Strings 1st Edition Bill Smyth

Computing Patterns in Strings – Ebook Instant Download/Delivery ISBN(s): 9780201398397,0201398397

Product details:

• ISBN-10 ‏ : ‎ 0201398397
• ISBN-13 ‏ : ‎ 978-0201398397
• Author(s): Bill Smyth

The computation of patterns in strings is a fundamental requirement in many areas of science and information processing. The operation of a text editor, the lexical analysis of a computer program, the functioning of a finite automaton, the retrieval of information from a database – these are all activities which may require that patterns be located and computed. In other areas of science, the algorithms that compute patterns have applications in such diverse fields as data compression, cryptography, speech recognition, computer vision, computational geometry and molecular biology.

Table contents:

1 Tidy Data
2 Computing with R
3 Basic R Commands
4 Files and documents
5 Introduction to Data Graphics
6 Frames, glyphs, and other components of graphics
7 Data Wrangling
8 Graphics and Their Grammar
9 Collaboration and Reproducibility with Git
10 More Data Verbs
11 Joining two data frames
12 Wide versus Narrow Data
13 Ranks
14 Graphing Networks
15 Statistics
16 Data Scraping and Intake Methods
17 Using Regular Expressions
18 Machine Learning
Project: Popular names
Project: Bicycle Sharing
Project: Bird species
Project: Statistics of Gene Expression
Project: Scraping Nuclear Reactors
Project: Street or Road?
Project: Joining the urban population
Appendix: R Programming Style Guide
Appendix: GitHub-RStudio Configuration

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