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项目作者： Felipehonorato1

项目描述 ：
studying nlp
高级语言： Jupyter Notebook
项目地址: git://github.com/Felipehonorato1/NaturalLanguageProcessing.git
创建时间： 2021-02-11T03:09:34Z
项目社区：https://github.com/Felipehonorato1/NaturalLanguageProcessing
开源协议：GNU General Public License v3.0
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NATURAL LANGUAGE PROCESSING

This repository is made for storing my progress through Stanford’s Speech and Language Processing,Udacity Nanodegree Course and some of my implementations. :computer:

Certificate

:busts_in_silhouette: Natural Language Processing nanodegree syllabus:

:page_facing_up: Introduction to Natural Language Processing:

  • Learn text processing fundamentals, including stemming and lemmatization.
  • Explore machine learning methods in sentiment analysis.
  • Build a speech tagging model.

:computer: Computing with Natural Language:

  • Learn advanced techniques like word embeddings, deep learning attention, and more.
  • Build a machine translation model using recurrent neural network architectures.

:speaking_head: Communicating with Natural Language:

  • Learn voice user interface techniques that turn speech into text and vice versa.
  • Build a speech recognition model using deep neural networks.

:closed_book: Stanford book contains most of the state-of-arts models applied to natural language processing and also covers preprocessing techniques and relevant topics.