Explore repository data mining techniques on GitHub in this conference talk from WeAreDevelopers Conference 2017. Dive into machine learning applications at GitHub, including text classification and convolutional networks. Learn about data preprocessing, distributional hypothesis, and the Stanza flow. Discover how GitHub leverages these technologies for improved collaboration and project management. Gain insights into the competition overview and architecture used for mining repository data. Understand the importance of GitHub in modern software development and how machine learning enhances its capabilities.