Last month, I started the fastai MOOC(2019) - Deep Learning for Coders. It covers various topics like Computer Vision, Natural Language Processing, Collaborative Filtering, etc. The most fascinating part I found was the application of Transfer Learning in the field of Natural Language Processing. The approached used by fastai is Universal Language Model Fine-tuning (ULMFiT) , which is a transfer learning methodology applied in the field of Natural Language Processing.
#natural-language #transfer-learning #fastai #deep-learning #nlp