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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
498 个评分
114 个审阅

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 113 个)

创建者 Alex

Mar 25, 2018

Very good lectures, video materials.

Covered interesting topics and have some challenging tasks.

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 Aravind M

Sep 28, 2018

Very good course with challenging assignments

创建者 Mohit K

Aug 20, 2018

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

创建者 Bhargav U

Oct 06, 2018

This is one of the best MOOC I have ever taken. The target audience for the course are the one who are already handy with Deep learning, tensorflow and python programming. Many advance topics are discussed in good depth, as the topic NLP is vary broad area so not possible to cover all the topics.

创建者 haiya1994

Oct 09, 2018

very good

创建者 Jakub B

Oct 21, 2018

This course is truly awesome. I tried to find a MOOC that would cover both deep learning and prior methods for NLP, but this one is the first that did. It does that very well, too - it is really comprehensive about topics that it touches - even if you know something about DL in NLP you can find something new, and the coverage of advanced techniques is outstanding.

One thing could be better though - I think that programming exercises are too easy (some parts are easily solved by plugging couple lines of code). On the other hand the last assignment is probably one of the most interesting programming tasks I've seen on courses (you need to implement a chatbot so that reviewers can actually talk with it). Also the last assignment can be expanded using more advanced methods in second task, which belongs to honors track, so you can, but you don't have to make it more challenging.

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 Wei-Lin C

Oct 26, 2018

Course is quite challenging for student without computer programming background. However, the knowledge in the course and the assignment for practicing could enhance the programming skill and eventually let you build a chat-bot with sufficient knowledge. Thanks for the materials. Very useful.

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 Narjes K

Nov 07, 2018

Very good course,

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 Alexander R

Nov 17, 2018

great course!

创建者 Потапчук А А

Aug 04, 2018

Amazing course with very interesting and practical assignments.

创建者 Xinsong D

Jul 19, 2018

Great course, I really learned a lot from it.

创建者 Martin t H

Sep 30, 2018

Excellent course. It is clearly advanced and the student is expected to know about many concepts/technologies before starting.

The lectures treat state-of-the-art methods for NLP using (deep) ML in a high-level fashion without going too far into the details. For this reason the course is good for learning about the availability of methods and how they work in the broad sense, but if the student wants to know more he/she should read the accompanying papers. I enjoyed listening to both lecturers since they were speaking clearly and with good structure. However, sometimes I lost them because they went over some of the mathematical topics quite quickly.

The assignments are great as well. Their level matches the expected level of an advanced ML course. Through the assignments I got a good idea of how to perform NLP in practise with the latest tools. An improvement could be giving the student more freedom in how he/she tackles the assignment (though I understand it makes reviewing more difficult).

In addition I think it would be good if there are multiple tests that check the same theory over the whole course. After each week I could make the quiz quite easily because the knowledge was fresh in my head, but if I had to make them again now it would be much more difficult.

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 Yu Q

May 06, 2019

Very good course!

创建者 CL G

Jun 17, 2019

Fascinating and fun.

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 Karthik S

Jun 23, 2019

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

创建者 Cleverson O C

Jun 24, 2019

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

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 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 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!