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Start deep learning with Jupyter notebooks in the cloud

Want a quick and easy way to play around with deep learning libraries? Puny GPU got you down? Thanks to Amazon Web Services (AWS) — specifically, AWS Elastic Compute Cloud (EC2) — no data scientist need be left behind.

Jupyter/IPython notebooks are indispensable tools for learning and tinkering. This post shows how to set up a public Jupyter notebook server in EC2 and then access it remotely through your web browser, just as you would if you were using a notebook launched from your own laptop.
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Dotfiles for peace of mind

Reinstalling software and configuring settings on a new computer is a pain. After my latest hard drive failure set the stage for yet another round of download-extract-install and configuration file twiddling, it was time to overhaul my approach. "Enough is enough!"

This post walks through

  1. how to back up and automate the installation and configuration process
  2. how to set up a minimal framework for data science

We’ll use a dotfiles repository on Github to illustrate both points in parallel.

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