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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
657 个评分
166 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.

AS

Dec 18, 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:

51 - 自然语言处理 的 75 个评论(共 166 个)

创建者 Lukas K

Aug 03, 2019

This course has really nice summarization of usage different approaches for solving NLP problems. The only thing a little bit over is the final assignment, which contains AWS and Telegram integration.

创建者 Hyunwook K

Jul 19, 2019

In this course, I can learn general Natural Language Processing (NLP) concepts and related programming. I think that this course is good start for NLP, so I recommend this course to new NLP starter.

创建者 Ge Y

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!

创建者 yang

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.

创建者 Tamara H

May 16, 2020

thanks to main organizers and all the time that they've spent on making this course and answering the questions. I think that's a great balance between maths and programming!

创建者 Jiaming K

Aug 05, 2019

I think this course helps me a lot in understanding the basic of NLP. I hope the next version of it will cover topics like BERT and a like transformers!

创建者 Melesio C S

Nov 11, 2018

I really liked this course, since it has many practical examples in how to apply nlp tasks for real applications. I highly recommend this course.

创建者 Sixing H

Mar 24, 2020

Very fast and efficient to get an intro into NLP. Afterwards, I can proceed to learn deeper into the subject. Thank all the instructors.

创建者 Stamatis M

Aug 25, 2019

The best course in this specialization so far, and also Mrs Anna Potapenko is the best instructor on this specialization in my opinion.

创建者 Dipo D

Jun 27, 2020

The content was really deep and up to date with the latest research and practice in the real world. Assignments were really good also.

创建者 Xuan W

Jan 29, 2019

Very good course with broad introduction of the state of the art technologies for NLP. Well designed and interesting homework as well.

创建者 刘尧

Dec 27, 2018

It's a little hard to complete all the courses and homework. But it's worth your time and hard work. I learnt a lot from this course.

创建者 Abdul Q

Mar 03, 2018

An excellent course for the students who really want to learn the process of understanding how the intelligent machine works.

创建者 Keshav V J

Jan 26, 2019

Extremely good teachers and content was up to date with current research. Definitely one of the best courses on Coursera.

创建者 Timothy G

Oct 14, 2019

This class of NLP came in handy for my current position. I recommend this class to others that real want to learn NLP.

创建者 Bhavesh K

Sep 26, 2019

This course was really helpful to me in understanding and being aware of the state of the art techniques in NLP.

创建者 Christian G

Jan 31, 2019

Awesome course, I really learned a lot and the projects are really interesting, especially the final project!

创建者 Nimish S

Jun 06, 2018

One of the best NLP courses. Project Assignments are really worth the time and add lot of value to learning.

创建者 Grishma S

Jun 21, 2020

Very good course, come to know lot many new skills. Thanks to all teachers and technical assistants.

创建者 Siwei Y

Apr 03, 2018

这是门很棒的课,那位女老师尤其教得好。虽然 technical dependencies 有点多, 但是总得来说是可以接受的。 题外话: Docker 简直就是个病毒, 能把你的电脑搞得莫名其妙。

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.