16套免费的NLP课程及经典教材

16套免费的NLP课程及经典教材分享

1、自然语言处理圣经《自然语言处理综述 第三版》 Dan Jurafsky and James Martin

https://web.stanford.edu/~jurafsky/slp3/

2、视频课程《深度学习与自然语言处理-2018》 Richard Socher (Stanford University)

https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6

3、Natural Language Processing (NLP) Microsoft

https://www.edx.org/course/natural-language-processing-3

4、吴恩达经典课程 - Machine Learning —Coursera

https://www.coursera.org/learn/machine-learning/home/welcome

5. The video lectures and resources for Stanford’s Natural Language Processing with Deep Learning 视频：https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6

课程资源：http://web.stanford.edu/class/cs224n/

6、Coursea免费课程 - Sequence Models for Time Series and Natural Language Processing

https://www.coursera.org/learn/sequence-models-tensorflow-gcp?ranMID=40328&ranEAID=SAyYsTvLiGQ&ranSiteID=SAyYsTvLiGQ-ACNikbtJvh2d5Evme5yZQA&siteID=SAyYsTvLiGQ-ACNikbtJvh2d5Evme5yZQA&utm_content=10&utm_medium=partners&utm_source=linkshare&utm_campaign=SAyYsTvLiGQ

7、免费课程《深度自然语言处理》- Hilary Term 2017 at the University of Oxford
http://www.cs.ox.ac.uk/teaching/courses/2016-2017/dl/

8、免费课程《基于Python的自然语言处理基础课程》- Datacamp

https://www.datacamp.com/courses/natural-language-processing-fundamentals-in-python

9、 Coursera免费课程《自然语言处理》- Higher School of Economics
https://www.coursera.org/learn/language-processing?

10、 Coursera免费课程《不需要写代码如何搭建Chatbot》- IBM

https://www.coursera.org/learn/how-to-build-your-own-chatbot-without-coding

11、 CS 388 -《自然语言处理》- University of Texas

https://www.cs.utexas.edu/~mooney/cs388/

12、 书籍《基于Python的自然语言处理》

http://www.nltk.org/book/

13、 视频课程自然语言处理 - University of Washington

https://courses.cs.washington.edu/courses/csep517/17sp/

14、Dan Jurafsky & Chris Manning: Natural Language Processing视频

https://www.youtube.com/playlist?list=PL8FFE3F391203C98C

15、 NATURAL LANGUAGE PROCESSING - Carnegie Mellon University

http://demo.clab.cs.cmu.edu/NLP/

16. CS224n: Natural Language Processing with Deep Learning - Stanford University

http://web.stanford.edu/class/cs224n/