/ Natural Language Processing

ROADMAP and KEYWORD for students those who have interest in learning NLP

ROADMAP and KEYWORD for students those who have interest in learning NLP

nlp-roadmap

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.

Curriculum

  1. Probability and Statistics

  2. Machine Learning

  3. Text Mining

  4. Natural Language Processing

Probability & Statistics

prob

Machine Learning

ml

Text Mining

textmining

Natural Language Processing

nlp

GitHub