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Books meta updates (#356)
* new book updates [auto PR] * Remove Ehwa course book * Restore some files * Discard changes to content/archive/external/argoshare-is-ed-ac-uk-healthyr-book.md --------- Co-authored-by: cderv <[email protected]> Co-authored-by: Christophe Dervieux <[email protected]>
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title: "CASA0005 Geographic Information Systems and Science"
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author: "Andy MacLachlan, Adam Dennett and Claire Dooley"
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date: "2025-07-16"
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date: "2025-07-21"
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tags: [Geographic]
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link: "https://andrewmaclachlan.github.io/CASA0005repo/"
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The CASA0005 Geographic Information Systems and Science practical book [...] Hello and a warm welcome to the CASA0005 Geographic Information Systems and Science online practical handbook. The buzzword ‘Big data’ and associated roles of data scientists have become common additions to academia, industry and government organisations seeking to optimise workflows and base decisions on factual evidence (Donoho 2017; Li et al. 2016).In response, the demand for data scientists has significantly grown, with two major recruitment websites LinkedIn and Glassdoor reporting a respective 56% and 44% year ...
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The CASA0005 Geographic Information Systems and Science practical book [...] Hello and a warm welcome to the CASA0005 Geographic Information Systems and Science online practical handbook. The buzzword ‘Big data’ and associated roles of data scientists have become common additions to academia, industry and government organisations seeking to optimise workflows and base decisions on factual evidence (Donoho 2017; Li et al. 2016). In response, the demand for data scientists has significantly grown, with two major recruitment websites LinkedIn and Glassdoor reporting a respective 56% and 44% year ...

content/archive/external/book-javascript-for-r-com.md

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date: "2021-04-19"
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tags: [Data Science, R Programming, Python]
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link: "https://book.javascript-for-r.com/"
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content/archive/external/jazznbass-github-io-scan-book.md

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Jürgen Wilbert Version 25.07 (build 5) Please support open-access publishing by citing this work: Wilbert, J. (2025). Analyzing single-case data with R and scan. doi: 10.5281/zenodo.5713559. https://jazznbass.github.io/scan-Book/ Welcome dear readers! I am delighted to see that you have discovered this book - it suggests that you interested in single-case research and have begun to explore the scan package. This book pursues two maingoals: First, it is a practical manual for using the scan package in R. Second, it offers a comprehensive overview of methods and approaches to analysze ...
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Jürgen Wilbert Version 25.07 (build 6) Please support open-access publishing by citing this work: Wilbert, J. (2025). Analyzing single-case data with R and scan. doi: 10.5281/zenodo.5713559. https://jazznbass.github.io/scan-Book/ Welcome dear readers! I am delighted to see that you have discovered this book - it suggests that you interested in single-case research and have begun to explore the scan package. This book pursues two maingoals: First, it is a practical manual for using the scan package in R. Second, it offers a comprehensive overview of methods and approaches to analysze ...

content/archive/external/r-graphics-org.md

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title: "R Graphics Cookbook, 2nd edition"
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author: "Winston Chang"
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date: "2025-07-16"
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date: "2025-07-23"
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tags: [Guide]
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link: "https://r-graphics.org/"
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content/archive/external/smltar-com.md

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date: "2022-05-11"
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tags: [Machine Learning, Github]
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link: "https://smltar.com/"
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date: "2020-02-20"
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link: "https://sparkfromr.com/"
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title: "Coding Your Future: A Guidebook for Students"
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author: "Duncan Hull and illustrated by Bryan Mathers. The text of this guidebook is licensed CC-BY-NC-ND see cdyf.me/#license and was last updated on 16 July, 2025, Duncan Hull and Bryan Mathers"
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author: "Duncan Hull and illustrated by Bryan Mathers. The text of this guidebook is licensed CC-BY-NC-ND see cdyf.me/#license and was last updated on 23 July, 2025, Duncan Hull and Bryan Mathers"
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date: ""
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tags: [Guide]
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link: "https://www.cdyf.me/"

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title: "Introduction to Econometrics with R"
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author: "Christoph Hanck, Martin Arnold, Alexander Gerber, and Martin Schmelzer"
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date: "2024-02-13"
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date: "2025-07-23"
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tags: [Econometrics, Statistics, Textbook, R Programming, Guide, Visualization]
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link: "https://www.econometrics-with-r.org/"
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tags: [Tidy, Models, Package, Machine Learning, Tidyverse, Guide, R Programming]
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title: "Machine Learning for Biostatistics"
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author: "Armando Teixeira-Pinto"
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date: "2025-07-18T04:32:06Z"
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tags: [Machine Learning, Statistics]
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link: "https://bookdown.org/andrew_grant/ResamplingMethods/"
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Machine Learning for Biostatistics [...] This module will cover bootstrap and cross-validation. These are two
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important techniques that are useful to study sample variability, evaluate
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model performance and choosing tuning parameters in many of the methods
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covered in this unit. We will switch the order presented in the book Introduction to Statistical
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Learning and start with bootstrap and then proceed to cross-validation. By the end of this module you should be able to: The file bmd.csv
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contains 169 records of bone densitometries (measurement of
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bone mineral density). The following variables were ...

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