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返回到 自然语言处理

学生对 国立高等经济大学 提供的 自然语言处理 的评价和反馈

4.5
724 个评分
186 条评论

课程概述

This course covers a wide range of tasks in Natural Language Processing from basic to advanced: sentiment analysis, summarization, dialogue state tracking, to name a few. Upon completing, you will be able to recognize NLP tasks in your day-to-day work, propose approaches, and judge what techniques are likely to work well. The final project is devoted to one of the most hot topics in today’s NLP. You will build your own conversational chat-bot that will assist with search on StackOverflow website. The project will be based on practical assignments of the course, that will give you hands-on experience with such tasks as text classification, named entities recognition, and duplicates detection. Throughout the lectures, we will aim at finding a balance between traditional and deep learning techniques in NLP and cover them in parallel. For example, we will discuss word alignment models in machine translation and see how similar it is to attention mechanism in encoder-decoder neural networks. Core techniques are not treated as black boxes. On the contrary, you will get in-depth understanding of what’s happening inside. To succeed in that, we expect your familiarity with the basics of linear algebra and probability theory, machine learning setup, and deep neural networks. Some materials are based on one-month-old papers and introduce you to the very state-of-the-art in NLP research. Do you have technical problems? Write to us: coursera@hse.ru...

热门审阅

YY

Jan 02, 2019

I like this course very much. It is a good introduction for NLP. But if you want to know more about the NLP, you need to search and read a lot of posts during the learning process.

DW

Aug 03, 2020

It's a comprehensive course on NLP. The instructors clearly explain both the traditional/classical approaches and modern approaches such as neural networks in NLP.

筛选依据:

101 - 自然语言处理 的 125 个评论(共 186 个)

创建者 Hassan B

Dec 31, 2018

Is the best NLP course i have ever seen !!!!!!!!

创建者 Aravind M

Sep 28, 2018

Very good course with challenging assignments

创建者 Xinsong D

Jul 19, 2018

Great course, I really learned a lot from it.

创建者 Dương C T

May 26, 2020

This is a excellent course I ever learned!

创建者 Hamsini S

Dec 18, 2019

This course gives a strong foundation NLP.

创建者 Anurag

Dec 09, 2018

Content is so good. Cheers for the makers.

创建者 Chan H Y

Mar 28, 2018

Excellent course materials and assignments

创建者 Jayanta M

Nov 15, 2019

A very good and practical course on NLP.

创建者 Sylvain D

Nov 25, 2019

Very nice and extremely interesting !

创建者 MD. R K

May 28, 2018

That course is Amazing! I love it.

创建者 Haoyu L

Aug 24, 2019

Such a practical course! Love it!

创建者 Lucas K K

Dec 28, 2019

Great course! Highly recommended

创建者 Loganathan S

Sep 19, 2019

Very good and useful course.

创建者 GOUTAM C

Aug 22, 2020

Overall a great experience

创建者 Pierre A

Jan 02, 2020

Great course to learn NLP.

创建者 Jeremy L

Mar 29, 2019

The assignments are great!

创建者 Lucy L

Dec 13, 2018

the best nlp online course

创建者 CL G

Jun 17, 2019

Fascinating and fun.

创建者 Cindy P

Dec 05, 2018

お疲れ様です。ありがとうございます。

创建者 张芃捷

Feb 19, 2020

So good progress!

创建者 Yu Q

May 06, 2019

Very good course!

创建者 芦昌灏

Dec 05, 2018

wonderful course!

创建者 Narjes K

Nov 07, 2018

Very good course,

创建者 Rik K

May 01, 2018

Enjoyed it a lot!

创建者 Vignesh V

Mar 02, 2018

Excellent Course.