Machine Learning on Code | The Open Source Show

Machine Learning + Natural Language Processing + Source Code = code2vecFrancesc 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)? 1:27: How source{d} builds its datasets 2:13: "How ML on Code's made me a better programmer..." 4:11: What's "assisted code review"? 4:57: Francesc's favorite resourcesLearn more about Open SourceCreate a free Azure accountLearn more about source{d}:• Blog: https://blog.sourced.tech/• Lookout: h