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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

4.6
stars
540 个评分
129 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

GY

Mar 24, 2018

Great thanks to this amazing course! I learned a lot on state-to-art natural language processing techniques! Really like your awesome programming assignments! See you HSE guys in next class!

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.

筛选依据:

51 - 自然语言处理 的 75 个评论(共 129 个)

创建者 Karthik S

Jun 23, 2019

This course is perfectly structured with all necessary contents to develop your knowledge on NLP.

创建者 Кладов Е А

Jul 23, 2018

A very interesting course, an excellent presentation of the material and challenging assignments.

创建者 George G

Oct 22, 2018

The best NLP course on the WEB. Especially when you count in the great support from the Staff!!

创建者 Alex

Mar 25, 2018

Very good lectures, video materials.

Covered interesting topics and have some challenging tasks.

创建者 Deleted A

Mar 31, 2019

I have the best experience ever with the learning methodologies.

all over it was quite awesome.

创建者 Hendra B

Jul 12, 2018

This is the best course to study NLP with practical programming experience.Highly recommended!

创建者 Irphan A

Nov 02, 2018

Very well planned course and team support specially Anna Ma'am. Thanks Team coursera !

创建者 Amulya R B

Mar 04, 2018

Great material, well taught, a lot of fun. The best specialization on Coursera for AI.

创建者 Mohit K

Aug 20, 2018

Natural Language Processing is very interesting and this is a wonderful course.

创建者 Pablo V I

Sep 11, 2019

Very insightful course with challenging assignments. I highly recommend it!

创建者 David R M H

Jun 20, 2019

Thanks to everybody that was involved in the creation of this course!

创建者 Ruiliang L

Feb 27, 2019

Very practical. The final project is great!. Highly recommended.

创建者 Потапчук А А

Aug 04, 2018

Amazing course with very interesting and practical assignments.

创建者 Cleverson O C

Jun 24, 2019

Very good! Maybe a little more explanation on theorical parts.

创建者 Василий Г

May 31, 2019

One of the best courses at Coursera platform I've attened.

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 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!