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
- 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
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》
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/
- CS224n: Natural Language Processing with Deep Learning - Stanford University
