Machine Learning on Code
Description
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)?
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 resources
Learn more about Open Source
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Learn more about source{d}:
• Blog: https://blog.sourced.tech/
• Lookout: https://sourced.tech/lookout/
• GitHub: https://github.com/src-d
Get started with #MLonCode
Learn more about word2vec.
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