Data Science On The Go with Docker and Raspberry Pi

Scott Edenbaum
Posted on June 26, 2017

Building a portable web-based DataScience development environment for ~ $20.

The image above contains the Raspberry Pi Foundation's latest version of their minimalist SBC - The Raspberry Pi Zero W

Introduction

I work in a number of programming environments and various languages, primarily Python, R and SQL. My MacbookPro serves as my main development computer, but I wasn't so keen on installing MySQL, and the potential for security exploits left me looking for a better option.

As a vocal owner of many Raspberry Pi computers, this seemed like a prime opportunity to let loose the new smaller single core model Zero W.

Installing and configuring a MySQL server with phpmyadmin for a web interface on the Raspberry Pi is a rather straightforward process and takes only a few minutes. I was very happy with the results, the Raspberry Pi Zero has sufficient cpu power and memory to function as a good networked database. Afterwards, I wanted to expand the functionality to include Python and R programming environments that can be accessed across the network through a web browser.

Adding Python and R turned out to be a lot trickier than MySQL in the sense that there are often multiple (possibly conflicting) dependencies required in order to successfully install most libraries/packages for Python & R. As a solution I decided to configure all of the necessary software/dependencies for Python & R within a docker image. Docker is a virtualization software that allows users to build and run docker images that contain a given set of software and all the necessary dependencies/requirements. The result is a standardized easy way to deploy the software, and the docker image only needs to be built/compiled once (a process that takes 2+ hours on a Raspberry Pi 3).

 

Continue reading for instructions setup your own DataScience environment on a Raspberry Pi.


About Author

Scott Edenbaum

Scott Edenbaum

Scott Edenbaum is a recent graduate from the NYC Data Science Academy. He was hired by the Academy to assist in buildout of the learning management system and seeks to pursue a career as a Data Scientist. Scott's...
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nadeem February 11, 2018
for those of us starting it out, is it possible to have this updated. Many of the commands, i believe, are outdated. Thank you