Posts List

Getting Started with GPU-Accelerated Machine Learning on AWS EC2 using R and TensorFlow

Getting Started with GPU-Accelerated Machine Learning on AWS EC2 using R and TensorFlow

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”.

ESPN Fantasy Football V3 API for Private Leagues: Python Through R

ESPN Fantasy Football V3 API for Private Leagues: Python Through R

Accessing ESPN Fantasy Football for Private Leagues In my previous post, I explained how to access the ESPN Fantasy Football’s new (V3) public API. But what if your league manager does not make the league public? Are you out of luck? In this post I’ll explain how to pass ‘cookies’ to ESPN and access private league data. To accomplish this, we’ll use… Python retriculate purrr Python?