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3 changes: 3 additions & 0 deletions 02_data_science_defined.Rmd
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Expand Up @@ -39,6 +39,9 @@ Tim Davies and Mark Frank (2013) [‘There’s no such thing as raw data’. Exp

* [alternate source 2](http://students.ecs.soton.ac.uk/mwra1g13/msc/comp6037/timed_ex_pdf/p75-davies.pdf)


Bertrand Russell, "The Social Responsibilities of Scientists" [@10.2307/1705325]

***

## Using R for Data Science
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15 changes: 15 additions & 0 deletions 19_data_databases.Rmd
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Ben Baumer (2019) "A Grammar for Reproducible and Painless Extract-Transform-Load Operations on Medium Data", _Journal of Computational and Graphical Statistics_ [@Baumer_2019]


## SQL


[SQL learning resources](https://twitter.com/ebovee09/status/1275070663452004359?s=20) -- twitter thread

Irene Steves, [Using SQL in RStudio](https://irene.rbind.io/post/using-sql-in-rstudio/)

[_Select Star SQL_](https://selectstarsql.com/)--"This is an interactive book which aims to be the best place on the internet for learning SQL."

[SQL Tutorial](https://www.w3schools.com/sql/)--from w3schools.com

[Learn SQL](https://www.codecademy.com/learn/learn-sql)--codeacademy.com course



## APIs

Shana Pearlman (2016-09-07), [What are APIs and how do APIs work?](https://blogs.mulesoft.com/biz/tech-ramblings-biz/what-are-apis-how-do-apis-work/)
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42 changes: 42 additions & 0 deletions book.bib
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@Book{Gandrud_2015,
title = {Reproducible Research with R and R Studio (Second Edition)},
author = {Christopher Gandrud},
publisher = {Chapman and Hall/CRC},
year = {2015},
isbn = {ISBN 9781498715379}
}


@Book{Gelman_etal_2014,
title = {Bayesian Data Analysis (Third Edition)},
author = {Andrew Gelman, John B. Carlin,
Expand All @@ -236,6 +245,7 @@ @Book{Gelman_etal_2014
}



@Book{Gillespie_Lovelace_2017,
title = {Efficient R Programming: A Practical Guide to Smarter Programming},
author = {Colin Gillespie and Robin Lovelace},
Expand Down Expand Up @@ -352,6 +362,14 @@ @Book{Long_Teetor_2019
}


@Book{McCallum_2012,
title = {Bad Data Handbook: Cleaning Up The Data So You Can Get Back To Work},
author = {O. Ethan McCallum},
publisher = {O'Reilly},
year = {2012},
isbn = {ISBN 9781449321888}
}


@Book{McElreath_2016,
title = {Statistical Rethinking: A Bayesian Course with Examples in R and Stan},
Expand Down Expand Up @@ -490,6 +508,19 @@ @article{Rougier_etal_2014
url = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003833}
}

@article{10.2307/1705325,
ISSN = {00368075, 10959203},
URL = {http://www.jstor.org/stable/1705325},
author = {Bertrand Russell},
journal = {Science},
number = {3398},
pages = {391--392},
publisher = {American Association for the Advancement of Science},
title = {The Social Responsibilities of Scientists},
volume = {131},
year = {1960}
}




Expand Down Expand Up @@ -528,6 +559,15 @@ @online{Smith_reproducible_2017
}


@Book{Squire_2015,
title = {Clean Data: Data Science Strategies for Tackling Dirty Data},
author = {Megan Squire},
publisher = {Packt Publishing},
year = {2015},
isbn = {ISBN 9781785284014}
}



@incollection{Sweeney_2001,
author = {Latanya Sweeney},
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}




@article{R-tidytext,
doi = {10.21105/joss.00037},
url = {http://dx.doi.org/10.21105/joss.00037},
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