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MonkmanMH committed Feb 6, 2019
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3 changes: 1 addition & 2 deletions _02_data_science_defined.Rmd → 02_data_science_defined.Rmd
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## What is this thing called "data science"?

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### Theory

David Donoho (2015) [_50 Years of Data Science_](http://courses.csail.mit.edu/18.337/2015/docs/50YearsDataScience.pdf), based on a presentation at the Tukey Centennial workshop, Princeton NJ Sept 18 2015.
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Mango Solutions (2018-08-15) ["Demystifying Data Science Terminology"](https://www.mango-solutions.com/blog/demystifying-data-science-terminology)

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### Philosophy

Angela Bassa (2017) [Data Alone Isn’t Ground Truth … and why you should always carry a healthy dose of skepticism in your back pocket](https://medium.com/@angebassa/data-alone-isnt-ground-truth-9e733079dfd4)
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14 changes: 7 additions & 7 deletions _03_data_science_practice.Rmd → 03_data_science_practice.Rmd
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Expand Up @@ -161,7 +161,8 @@ Economics & Econometrics"](https://www.tse-fr.eu/sites/default/files/TSE/documen

* Luis A. Apiolaza, 2017-11-11, [Reducing friction in R to avoid Excel](http://www.quantumforest.com/2017/11/reducing-friction-to-avoid-excel/)

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## Collaboration

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* Peter Seibel, 2017-11-19, [Repo style wars: mono vs multi](http://www.gigamonkeys.com/mono-vs-multi/)


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## Data Informed or Data Driven? Data Science at Work

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Behavioural Insights Team (UK), 2017-12-14, [Using Data Science in Policy](http://www.behaviouralinsights.co.uk/publications/using-data-science-in-policy/)

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## Agile practice

[Agile Scrum Guide](http://agile-guide.pathfinder.bcgov/), BC Government DevEx

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## Data Quality & Context Compatibility

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Roger Peng (2018) [Context Compatibility in Data Analysis](https://simplystatistics.org/2018/05/24/context-compatibility-in-data-analysis/), 2018-05-30

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## File storage and naming conventions

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Dani Marillas, 2017-01-25, ["Don’t document your code. Code your documentation."](https://dev.to/raddikx/dont-document-your-code-code-your-documentation)

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## General research practice

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## Tidy Tools

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