Natural Language Processing
Coursera
This course teaches you the fundamentals of clinical natural language processing (NLP). In this course you will learn the basic linguistic principals underlying NLP, as well as how to write regular expressions and handle text data in R. You will also learn practical techniques for text processing to be able to extract information from clinical notes. Finally, you will have a chance to put your skills to the test with a real-world practical application where you develop text processing algorithms to identify diabetic complications from clinical notes. You will complete this work using a free, online computational environment for data science hosted by our Industry Partner Google Cloud.
More resources on Computational Linguistics
spaCy Universe
Industrial-strength NLP library resources, practitioner favorite on Reddit.
Hugging Face NLP Course
Free interactive course on transformers and modern NLP, frequently mentioned.
NLTK Documentation
Free Python library for computational linguistics, top rec in Reddit threads.
NLTK Tutorial for Python
Practical NLTK tutorial praised in r/compling comments for hands-on computational linguistics.
CS224N: Natural Language Processing with Deep Learning
Learn deep learning techniques for natural language processing with Christopher Manning's CS224N course. Explore computational linguistics!
NLP Highlights
**The podcast is currently on hiatus. For more active NLP content, check out the Holistic Intelligence Podcast linked below.** Welcome to the NLP highlights podcast, where we invite researchers to talk about their work in various areas in natural language processing. All views expressed belong to the hosts/guests, and do not represent their employers.