1: Deriving value from NLP and Transformers
02/10/21 • 41 min
For the inaugural episode of AI & U, Joe Davison, Research Engineer at Hugging Face, joins Mark for a chat about one of the hottest topics in AI: Natural Language Processing. Hugging Face is a company aiming to democratize natural language processing, and Joe gives some amazing insight on this transformative tech.
Tune in to hear about the following:
• What is NLP?
• How Transformer architectures work
• Making use of Transformer-based language models such as BERT and GPT
• The power of transfer learning
• Hugging Face and auto NLP
• NLP business use cases
Special Guest: Joe Davison.
For the inaugural episode of AI & U, Joe Davison, Research Engineer at Hugging Face, joins Mark for a chat about one of the hottest topics in AI: Natural Language Processing. Hugging Face is a company aiming to democratize natural language processing, and Joe gives some amazing insight on this transformative tech.
Tune in to hear about the following:
• What is NLP?
• How Transformer architectures work
• Making use of Transformer-based language models such as BERT and GPT
• The power of transfer learning
• Hugging Face and auto NLP
• NLP business use cases
Special Guest: Joe Davison.
Next Episode
2: Utilizing ML libraries in deep learning
Deep learning is being used in some of the most innovative projects in the world. And that’s partly due to the amazing resources available. On the latest episode, Mark is joined by Randall Hunt, Developer Advocate at Facebook AI, to discuss deep learning and ML learning library PyTorch.
Show notes
PyTorch website: https://pytorch.org/
PyTorch dispatcher: http://blog.ezyang.com/2020/09/lets-talk-about-the-pytorch-dispatcher/
NYU Deep Learning with PyTorch:
Course website: http://bit.ly/pDL-home
Playlist: http://bit.ly/pDL-YouTube
Stat453: Introduction to Deep Learning and Generative Models (Spring 2021)
http://pages.stat.wisc.edu/~sraschka/teaching/stat453-ss2021/
Special Guest: Randall Hunt.
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