Machine Learning + Natural Language Processing + Source Code = code2vec Francesc Campoy (@francesc), VP Developer Relations at source{d} joins us to talk about ML-assisted code review (Lookout) and the Public Git Archive. You'll learn how and why source{d} makes uses a dataset based on many GitHub repos available as public datasets to train its models and how "assisted code reviews" apply ML, image processing, and NLP concepts – like word2vec – to code. Francesc shares his favorite MLonCode moments, why it's made him a better developer, what's coming next, and where you can get started. :30 : What's Machine Learning on Code (#MLonCode)?