Introduction I’ve been looking for an all-in-one place to explain how to start from nothing to having a GPU-accelerated machine learning platform that runs RStudio Server with TensorFlow through reticulate. In this post, I will explain how to… Set up an EC2 instance in AWS with GPU capabilities Install RStudio Server with the latest versions of R Install the correct versions of Python with Recitulate Install TensorFlow and Keras to run deep learning models Set up an EC2 instance Log in to AWS For a new account, select “Root User”.

Quick Start Guide to Neural Networks in R with Keras and Tensorflow I’ve been working with neural networks lately and have struggled to find any quick start resources for getting up and running in R. To help others in a similar situation, I’m providing this quick start guide. It’s designed to help you get your first model up and going, enabling you to iterate quickly with your own data.

Every year, the great team at Advent of Code lead by ericwastl develops an “Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language you like.” Well, I like R, so in this post I will provide my solutions to the puzzles each day. I plan on using this post to learn and teach and hopefully I am able to stay up-to-date!