We invite you to re-live our Machine Learning Workshop where we learned how to achieve a great baseline using

Along the workshop, we reviewed a simple but powerful model called ULMFiT , which pioneered the use of transfer learning in NLP. We also discussed some possible ways to improve this baseline.

We hope you find this content useful to build your machine learning solution!

  • Code: Access the Google Colab , which will allow you to train your model.
  • Video: Watch the workshop streaming, with subtitles in any language ;)



  1. Pre-trained language model
  2. The language encoder
  3. The language model databunch
  4. The classification databunch