nlp_course
course-nlp
| nlp_course | course-nlp | |
|---|---|---|
| 6 | 11 | |
| 9,459 | 3,390 | |
| 0.8% | 0.0% | |
| 8.4 | 0.0 | |
| 11 days ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | - |
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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
course-nlp
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Need help finding good NLP course
fast.ai also has an NLP course.
- I got a crazy idea how about all the programs here work on making Ms.J a reality
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A simple and effective way to go from beginner to intermediate level of ML knowledge
fastai already has a course that covers traditional nlp as well
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Would I be better off with OMSCS or online self-learning?
My question: How do you think high-quality online resources such as https://missing.csail.mit.edu/, https://fullstackopen.com/en/, http://allendowney.github.io/ThinkBayes2/, https://www.fast.ai/2019/07/08/fastai-nlp/ compare to the online education from OMSCS? Do any of my reasons above ring false for you?
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Suggestions on My Learning Path
8 - Code-First Introduction to Natural Language Processing - fast.ai
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Ex-Googlers raise $40M to democratize natural-language AI
fast.ai are doing the best work democratizing AI (machine learning and neural networks), including natural language
Can't recommend the course enough and it's incredible that such a quality resource is available for essentially zero cost
https://github.com/fastai/course-nlp
https://www.youtube.com/playlist?list=PLtmWHNX-gukKocXQOkQju...
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Anyone have deep learning textbook recommendations, specifically focused on NLP?
fastai nlp course
- Good NLP Course
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Matrix Factorization Approaches to Topic Modeling
[1] Chapter on LSI from Introduction to Information Retrieval [2] A Code-First Approach to Natural Language Processing by fast.ai [3] Computational Linear Algebra by fast.ai [4] https://www.cc.gatech.edu/~hpark/papers/nmf_book_chapter.pdf
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OPEN SOURCE COMPUTER SCIENCE CURRICULUM
NLP
What are some alternatives?
nlp-recipes - Natural Language Processing Best Practices & Examples
deeplearning-notes - Notes for Deep Learning Specialization Courses led by Andrew Ng.
awesome-nlp - :book: A curated list of resources dedicated to Natural Language Processing (NLP)
eli5 - A library for debugging/inspecting machine learning classifiers and explaining their predictions
nlp-tutorial - Natural Language Processing Tutorial for Deep Learning Researchers
argos-translate - Open-source offline translation library written in Python
nlp-in-python-tutorial - comparing stand up comedians using natural language processing
ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.
cornell-cs5785-2020-applied-ml - Teaching materials for the applied machine learning course at Cornell Tech (online edition)
medspacy - Library for clinical NLP with spaCy.
nlp_graph - graph representation of word embeddings
numerical-linear-algebra - Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course