graykode/nlp-roadmap
An educational mind-map roadmap guiding students through NLP fundamentals from probability/statistics to state-of-the-art models.
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The repository provides a structured visual roadmap for learning Natural Language Processing, organized as a semantic mind-map of keywords and concepts. It covers four curriculum areas: Probability and Statistics, Machine Learning, Text Mining, and Natural Language Processing. The materials progress from foundational math and ML concepts through text mining techniques to advanced NLP models, serving as a study guide for students interested in the field.
Frequently asked
- What is graykode/nlp-roadmap?
- An educational mind-map roadmap guiding students through NLP fundamentals from probability/statistics to state-of-the-art models.
- Is nlp-roadmap open source?
- Yes — graykode/nlp-roadmap is open source, released under the MIT license.
- How popular is nlp-roadmap?
- graykode/nlp-roadmap has 3.3k stars on GitHub.
- Where can I find nlp-roadmap?
- graykode/nlp-roadmap is on GitHub at https://github.com/graykode/nlp-roadmap.