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lines changed Original file line number Diff line number Diff line change @@ -192,3 +192,8 @@ like advanced interactive visualizations.
192192* The number of open source Jupyter Notebooks on GitHub is exploding and
193193 [ this post attempts to estimate the growth] ( https://kyso.io/KyleOS/nbestimate )
194194 using Python, [ pandas] ( /pandas.html ) and a scraped data set.
195+
196+ * [ Reproducible Jupyter Notebooks with Docker] ( https://blog.reviewnb.com/reproducible-notebooks/ )
197+ explains when to use [ Docker] ( /docker.html ) in combination with Jupyter
198+ Notebooks as well as the instructions for creating a dockerfile to build
199+ your images.
Original file line number Diff line number Diff line change @@ -72,12 +72,22 @@ following resources do a great job of telling stories with data. There
7272are more links to stories listed on the [ data analysis] ( /data-analysis.html )
7373and [ data visualization] ( /data-visualization.html ) pages.
7474
75+ * [ Data — from objects to assets] ( https://www.nature.com/articles/d41586-019-03062-w )
76+ covers the history of data collection and usage, from 150 years ago to
77+ today. The article covers how initial steps by individual scientists
78+ sponsored by wealthy patrons in the 1800s gave way to systematic collection
79+ by governments and businesses in the 20th century. A significant amount
80+ of personal data is now held by a few dozen large corporations worldwide
81+ such as Google, Amazon and Facebook. The article covers some of the
82+ implications of data as a valuable asset and in general is a great read
83+ as a high-level overview of on this topic.
84+
7585* [ Metadata Investigation : Inside Hacking Team] ( https://labs.rs/en/metadata/ )
7686 presents what metadata is and how it can be used to track people even though
7787 it is often thought of as less of a problem than typical stored data.
7888
7989* [ A visual introduction to machine learning] ( http://www.r2d3.us/visual-intro-to-machine-learning-part-1/ )
80- provide a spectacular example of
90+ is a spectacular example of
8191 [ data visualization] ( /data-visualization.html ) to explain what a machine
8292 learning model does on a San Francisco and New York housing data set.
8393
Original file line number Diff line number Diff line change @@ -81,6 +81,10 @@ the application was written in.
8181 practices for the build and test & release cycles in mind.
8282 [ Go CD source code is on GitHub] ( https://github.com/gocd/gocd ) .
8383
84+ * [ Bazel] ( https://bazel.build/ ) is a build tool that works with CI tools
85+ to organize large code bases and provide consistency with a well-defined,
86+ automated build process.
87+
8488* [ BuildBot] ( http://buildbot.net/ ) is a continuous integration ** framework**
8589 with a set of components for creating your own CI server. It's written in
8690 Python and intended for development teams that want more control over
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