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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
747 个评分
192 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

DW
Aug 2, 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.

AS
Dec 17, 2019

One of the best courses I took from coursera. Good mathematical knowledge, resources provided are related to current research. Assignments are more than expected.

筛选依据:

101 - 自然语言处理 的 125 个评论(共 192 个)

创建者 Ruiliang L

Feb 26, 2019

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

创建者 Потапчук А А

Aug 4, 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 Jay

Jun 9, 2020

This is my first coursera course but have a great experience.

创建者 José G B G

Aug 23, 2020

It's a great course to learn the basic concepts about NLP.

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 Dương C T

May 25, 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 9, 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 2, 2020

Great course to learn NLP.

创建者 Jeremy L

Mar 28, 2019

The assignments are great!

创建者 Lucy L

Dec 13, 2018

the best nlp online course

创建者 Bansal V

Dec 23, 2020

it is very good course

创建者 CL G

Jun 17, 2019

Fascinating and fun.