Today we’re joined by Charlene Chambliss, Machine Learning Engineer at Primer AI.
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Charlene, who we also had the pleasure of hosting at NLP Office Hours during TWIMLfest, is back to share some of the work she’s been doing with deep learning and NLP. In our conversation, we explore her experiences working with newer NLP models and tools like BERT and HuggingFace, as well as whats she’s learned along the way with word embeddings, labeling tasks, debugging, and more. We also focus on a few of her projects, like her popular multi-lingual BERT project, and a COVID-19 classifier. Finally, Charlene shares her experience getting into data science and machine learning coming from a non-technical background, and what the transition was like, and tips for people looking to make a similar shift.
Thanks to our Sponsor!
Thanks to our friends at Pachyderm for sponsoring the show!
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Connect with Charlene!
- Project: Multilingual BERT
- Paper: SpanBERT: Improving Pre-training by Representing and Predicting Spans
- Taming arXiv with Natural Language Processing w/ John Bohannon
- Pathologies of Neural Models and Interpretability with Alvin Grissom II
- Join us at TWIMLfest: A Virtual AI Festival!
- Check out our TWIML Presents: series page!
- Register for the TWIML Newsletter
- Check out the official TWIMLcon:AI Platform video packages here!
- Download our latest eBook, The Definitive Guide to AI Platforms!
“More On That Later” by Lee Rosevere licensed under CC By 4.0