nlp_course
awesome-nlp
| nlp_course | awesome-nlp | |
|---|---|---|
| 6 | 3 | |
| 9,459 | 16,058 | |
| 0.8% | - | |
| 8.4 | 4.3 | |
| 11 days ago | 6 months ago | |
| Jupyter Notebook | ||
| MIT License | Creative Commons Zero v1.0 Universal |
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nlp_course
- NLP Course – For You
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✨ 5 Free Resources for Learning Natural Language Processing with Python 🚀
🔗 https://github.com/yandexdataschool/nlp_course
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Need help finding good NLP course
For a better understanding of the theory and science behind the nlp methods and models, including transformers, I can recommend this one: https://lena-voita.github.io/nlp_course.html Lots of neat visualizations and intuitive explanations, practical exercises and links to influential nlp papers.
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Any good resources to go from RNNs to transformers covering all the evolved architecture between them?
This NLP course for you in blog format covers most of the materials from word2vec to pretrained transformer models and fine-tuning. The visuals are really good and I found them very helpful to understand some of the details.
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[Discussion] Any advanced NLP tutorial to refresh a veteran's memory?
Lena Voita's "NLP Course For You" is really cool and has nice visualizations and explanations.
- 11 Best Natural Language Processing Online Courses
awesome-nlp
What are some alternatives?
nlp-recipes - Natural Language Processing Best Practices & Examples
awesome-self-reference - A curated list of examples of self-reference in art, science, and technology
nlp-tutorial - Natural Language Processing Tutorial for Deep Learning Researchers
lxml - The lxml XML toolkit for Python
course-nlp - A Code-First Introduction to NLP course
OpenCV - Open Source Computer Vision Library
nlp-in-python-tutorial - comparing stand up comedians using natural language processing
astropy - Astronomy and astrophysics core library
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
PRAW - PRAW, an acronym for "Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.