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Voltar para Processamento da Linguagem Natural

Comentários e feedback de alunos de Processamento da Linguagem Natural da instituição National Research University Higher School of Economics

4.5
estrelas
608 classificações
154 avaliações

Sobre o curso

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...

Melhores avaliações

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.

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26 — 50 de {totalReviews} Avaliações para o Processamento da Linguagem Natural

por Seongeun S

Aug 28, 2018

Great introduction to NLP. But NLP is too huge topic so need to study more about this when really want to work at company.

por Patrick R

Jun 14, 2018

Very interesting, qquite advanced and you need to invest time for the assignments, but worth it in my opinion

por 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.

por 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.

por Leblanc M

May 02, 2020

Great course ! It is a good introduction to NLP, from the basics to elaborate models. It also provides contents to further explore the topcis and other models. The assignements and quiz are challenging, but with if you have time you will pass them with the help of the staff and the forum.

The last assignement is quite hard, because it involves a lot of setup (AWS Linux instance, Docker, etc.), and more explanation materials could be useful. But it also force you to understand deeper the construction of the chatbot, making you learn more than just the NLP part.

por 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

por 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 !!

por 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!

por 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.

por 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.

por 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.

por 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!

por 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.

por 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.

por hrithik a

Mar 29, 2020

This course is on of the finest course that i have done in context of ML and NLP. I would like to thank all the Course instructor for their wonderful Content and crystal clear concepts. The lectures were so intuitive and promising and i will highly recommend this course for NLP enthusiastic.

por 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!

por 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.

por 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.

por 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.

por 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!

por 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.

por 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!

por 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!

por 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.

por 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.