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April 2017

Where Europe lives, in 14 lines of R Code

Via Max Galka, always a great source of interesting data visualizations, we have this lovely visualization of population density in Europe in 2011, created by Henrik Lindberg: Impressively, the chart was created with just 14 lines of R code: (To recreate it yourself, download the from eurostat, and move the two files inside in range of your…
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NumPy Cheat Sheet

NumPy is the library that gives Python its ability to work with data at speed.Originally, launched in 1995 as ‘Numeric,’ NumPy is the foundation on which many important Python data science libraries are built, including Pandas, SciPy…

Programming as a Way of Thinking

With modern programming languages—I’ll use Python as an example—we use functions, objects, modules, and libraries to extend the language, and that doesn’t just make programs better, it changes what programming is.Programming used to be…

GitHub

This content is designed for audience without any prior Machine learning knowledge.It starts from very basics and goes to advanced topics.We will try to keep this content live and include more and more advanced lab sessions with real…