Came across an excellent language classification script here: http://sujitpal.blogspot.com/2013/08/sentence-genre-classification-using.html . It seems like it could be an interesting task for map/reduce. May try building out an API via flask.
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Experimentations with creating Docker images for a Rails App, incorporating various third-party APIs. For examples/inspirations see: http://blog.gemnasium.com/post/66356385701/your-dockerfile-for-rails, http://blog.gemnasium.com/post/65599561888/rails-meets-docker, https://blog.abevoelker.com/rails-development-using-docker-and-vagrant/
A set of DockerFiles that sets up a Node Express App with Redis storage, along with a backup Redis slave instance.
Implementation of Kaggle competition found here: https://www.kaggle.com/c/titanic-gettingStarted. Uses Random Forest algorithm and Logistic Regression to predict survivability on the Titanic. Uses cross-validation to examine recall, precision, and f1 scores.
Worked examples from the NLTK Book