NLP自然语言处理学习路线

nlp-roadmap is Natural Language Processing ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning Natural Language Processing. The roadmap covers the materials from basic probability/statistics to SOTA NLP models.

Caution!

  • The relationship among keywords could be interpreted in ambiguous ways since they are represented in the format of a semantic mind-map. Please just focus on KEYWORD in square box, and deem them as the essential parts to learn.
  • The work of containing a plethora of keywords and knowledge within just an image has been challenging. Thus, please note that this roadmap is one of the suggestions or ideas.
  • You are eligible for using the material of your own free will including commercial purpose but highly expected to leave a reference.

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1、Probability & Statistics

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2、Machine Learning

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3、Text Mining

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4、Natural Language Processing

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出处

Reddit: Natural Language Processing Roadmap and Keyword for students who are wondering what to study

Github:https://github.com/graykode/nlp-roadmap