##Categories:
- A list of beginner-friendly NLP projects—using pre-trained models Medium https://towardsdatascience.com/a-list-of-beginner-friendly-nlp-projects-using-pre-trained-models-dc4768b4bec0
- Papers and Book to look at when starting NLP https://github.com/newhiwoong/NLP-Papers
- Applied Natural Language Processing with Python https://www.pdfdrive.com/applied-natural-language-processing-with-python-implementing-machine-learning-and-deep-learning-algorithms-for-natural-language-processing-e176640395.html
- Natural Language Processing with PyTorch https://www.pdfdrive.com/natural-language-processing-with-pytorch-build-intelligent-language-applications-using-deep-learning-e188037921.html
- Deep Learning for Natural Language Processing https://www.pdfdrive.com/deep-learning-for-natural-language-processing-e60572453.html
- Natural Language Processing with Python https://www.pdfdrive.com/natural-language-processing-with-python-e1251452.
- A Decomposable Attention Model for Natural Language Inference https://arxiv.org/pdf/1606.01933.pdf
- Intel Natural Language Processing course https://software.intel.com/en-us/ai/courses/natural-language-processing
- Natural Language Processing https://nptel.ac.in/courses/106101007/
- A Code-First Introduction to Natural Language Processing https://www.fast.ai/2019/07/08/fastai-nlp/
- The Illustrated Transformer http://jalammar.github.io/illustrated-transformer/
- A Visual Guide to Using BERT for the First Time http://jalammar.github.io/a-visual-guide-to-using-bert-for-the-first-time/
- A Deep Dive into NLP with PyTorch https://github.com/scoutbee/pytorch-nlp-notebooks
- TOP NLP RESEARCH PAPERS WITH BUSINESS APPLICATIONS FROM ACL 2019 https://www.topbots.com/ai-nlp-research-papers-acl2019/
- fast.ai Code-First Intro to Natural Language Processing Playlist https://www.youtube.com/playlist?list=PLtmWHNX-gukKocXQOkQjuVxglSDYWsSh9
- CS224N: Natural Language Processing with Deep Learning | Winter 2019 Playlist https://www.youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z
- Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 14 – Transformers and Self-Attention https://www.youtube.com/watch?v=5vcj8kSwBCY