On this episode of the Bike Shed Chris is joined by George Brocklehurst, development director in thoughtbot's New York studio. The conversation starts with a discussion around progressive enhancement and the state of the modern web, and then shifts to focus on George's recent explorations of machine learning. This episode is a perfect introduction to the topic of ML, and provides a great summary of why you might want to start working with it and how to go about that.
Frameworks and Tools For Exploring Machine Learning * NumPy * SciPy * Jupyter Notebook * Pandas * scikit-learn * Natural Language Toolkit (NLKT) * spaCy * gensim
Getting Started with Machine Learning: * Intro to Machine Learning Workshop * What is Machine Learning? * Named Entity Recognition * Recommending blog posts with machine learning