David Chudzicki, Christine Doig - Winning Machine Learning Competitions With Scikit-Learn
"Speaker: Ben Hamner This tutorial will offer an introduction machine learning and how to apply it to a Kaggle competition. We will cover methodologies that have worked well across a diverse set of problems, and then work on a current Kaggle competition together using iPython notebook and scikit-learn. We will cover concepts including feature extraction, feature selection, model evaluation, and data visualization. Slides can be found at: https://speakerdeck.com/pycon2015 and https://github.com/PyCon/2015-slides"
April 8, 2015