This page will organize the series of workshops.
The advertisement including the sign-up form is this document.
Lecture 1 — Practical Bayesian Inference:
November 12, 2019 in ISB 102
Brought to you by Adrian Brasoveanu (Linguistics). Materials: slides (html), slides (ipynb).
Lecture 2 — Transfer Learning in NLP (ULMFiT):
November 14, 2019 in ISB 102
Brought to you by Adrian Brasoveanu (Linguistics). Materials: slides (pdf), slides (pptx), text preprocessing (html), text preprocessing (ipynb), the AWD–LSTM model (html), the AWD–LSTM model (ipynb), pretraining on Wikipedia (html), pretraining on Wikipedia (ipynb), ULMFiT transfer learning (html), ULMFiT transfer learning (ipynb)
Lecture 3 — Unsupervised Learning:
November 19, 2019 in ISB 102
Brought to you by J. Xavier Prochaska (Astrophysics).
Lecture 4 — Transformers:
November 21, 2019 in ISB 102
Brought to you by David Reiman (Physics).