Data Science Desktop Survival Guide by Graham Williams
Desktop Survival Project Home Preface Data Science Introducing R R Constructs R Tasks R Strings R Read, Write, and Create Data Template Data Exploration Data Wrangling Data Visualisation Statistics ML Template ML Scenarios ML Activities ML Applications ML Algorithms Cluster Analysis Decision Trees Computer Vision Graph Data Privacy Literate Data Science Coding with Style Resources Bibliography Index

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Bibliography

Bibliography

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magrittr: A Forward-Pipe Operator for R.
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randomForest: Breiman and Cutler's Random Forests for Classification and Regression.
R package version 4.6-14, URL https://www.stat.berkeley.edu/~breiman/RandomForests/.

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xtable: Export Tables to LaTeX or HTML.
R package version 1.8-4, URL http://xtable.r-forge.r-project.org/.

Dragulescu A, Arendt C (2020).

xlsx: Read, Write, Format Excel 2007 and Excel 97/2000/XP/2003 Files.
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glue: Interpreted String Literals.
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RWeka: R/Weka Interface.
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biclust: BiCluster Algorithms.
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rpart.plot: Plot rpart Models: An Enhanced Version of plot.rpart.
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RColorBrewer: ColorBrewer Palettes.
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writexl: Export Data Frames to Excel xlsx Format.
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wakefield: Generate Random Data Sets.
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nnet: Feed-Forward Neural Networks and Multinomial Log-Linear Models.
R package version 7.3-14, URL http://www.stats.ox.ac.uk/pub/MASS4/.

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FSelector: Selecting Attributes.
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lattice: Trellis Graphics for R.
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diagram: Functions for Visualising Simple Graphs (Networks), Plotting Flow Diagrams.
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lubridate: Make Dealing with Dates a Little Easier.
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rpart: Recursive Partitioning and Regression Trees.
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stringr: Simple, Consistent Wrappers for Common String Operations.
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tidyr: Tidy Messy Data.
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readxl: Read Excel Files.
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ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics.
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dplyr: A Grammar of Data Manipulation.
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readr: Read Rectangular Text Data.
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scales: Scale Functions for Visualization.
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knitr: A General-Purpose Package for Dynamic Report Generation in R.
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