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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
551 个评分
131 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.

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26 - 自然语言处理 的 50 个评论(共 131 个)

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 Sifundo M

Sep 20, 2019

This is a super excellent course, it does not only introduce you to natural language processing but takes all the way to be advance, in such a way that you can curate a bot straight from your mind, having no hardship thinking about the concept, i love the fact that this course does not spoon feed but gives enough information, to spark curiosity, in a way that you find yourself studying to master, through external sources, different views i loved it

创建者 Amartya C

Feb 19, 2019

It is a great course having both mix of traditional ML and deep NLP approaches (the new might be better but we need to know the prevalent ways a decade ago!). Should keep the content updated with always developing field of NLP. Assignments are really useful to understand the subject and stays as a starter code for new projects you wanna start. I would like to convey my thanks to the instructors !!

创建者 Alan H

Dec 18, 2019

This course is incredibly informative and has been instrumental in allowing me to really understand what different NLP methods are doing under the hood. It is difficult and takes a lot of time, but the programming assignments will give you code that you can apply to a bunch of your own applications, and you'll have the understanding to know when each technique is appropriate!

创建者 Gennadiy

Nov 21, 2019

Nice course. Thanks a lot. Great teachers/mentors, amazing exercises, I enjoyed every minute of the course. At the end of the course provided a list of papers and research materials with some trends in the field. Those people from HSE save a lot of time digging around the web to get a clear understanding of weaknesses and strong sides of modern NLP approaches.

创建者 Dong W

May 17, 2018

nicely organized! amazing course. I am doing my PHD in NLP, and I had prior NLP classes in coursera, but I still can learn quite a lot knew things from this course. It gives NLP from another perspective, and it is really up-to-date with deep learning and tensor flow. Love such classes. Hope there are more classes offered from these instructors.

创建者 Dmitry N

Oct 30, 2019

Naaah, OK 5 out of 5. You, guys, are OK. Teaching stuff is great. And you are actually giving theoretical background, as Andrew Ng does. He might just have a bit more examples. But, I think, it was your first shot. And next course done by you, guys, for instance about GANS, will have a lot of examples. Thanks again.

And looking good, you both.

创建者 Ernst O

Nov 04, 2019

Course has a high pace, and exposes students to many state-of-the-art as well as classic topics. Only topic missing are the recent BERT/ELMO models. This should be included. The lectures are good, but often cover too much ground to be understood fully, without further reading. Nice assignments. All in all worth it!

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 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 Bob F

Mar 30, 2018

Thanks for a fantastic course! The lectures were amazing clear and well organized and covered exactly the topics most important to me in my current work. The homework assignments were designed perfectly to challenge and inspire.Great job!

创建者 Matúš Ž

Apr 15, 2018

I really recommend this course. They cover latest papers in NLP as well as both statistical and neural approaches to current NLP problems. There are also assignments where you can apply what you learned in practice.

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 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 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 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.