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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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51 — 75 de {totalReviews} Avaliações para o Processamento da Linguagem Natural

por 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.

por 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.

por 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.

por 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.

por 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.

por 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.

por 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.

por Christian G

Jan 31, 2019

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

por 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.

por 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。

por Karthik S

Jun 23, 2019

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

por Кладов Е А

Jul 23, 2018

A very interesting course, an excellent presentation of the material and challenging assignments.

por George G

Oct 22, 2018

The best NLP course on the WEB. Especially when you count in the great support from the Staff!!

por Alex

Mar 25, 2018

Very good lectures, video materials.

Covered interesting topics and have some challenging tasks.

por Deleted A

Mar 31, 2019

I have the best experience ever with the learning methodologies.

all over it was quite awesome.

por Hendra B

Jul 12, 2018

This is the best course to study NLP with practical programming experience.Highly recommended!

por Irphan A

Nov 02, 2018

Very well planned course and team support specially Anna Ma'am. Thanks Team coursera !

por Amulya R B

Mar 04, 2018

Great material, well taught, a lot of fun. The best specialization on Coursera for AI.

por Mohit K

Aug 20, 2018

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

por Pablo V I

Sep 11, 2019

Very insightful course with challenging assignments. I highly recommend it!

por Kannimuthu

May 17, 2020

Great Learning Experience and It is Challenging Course for ML Researchers

por shuangwei z

May 15, 2020

acutally I don't know ,it is advacned course which I am not ready for!

por David R M H

Jun 20, 2019

Thanks to everybody that was involved in the creation of this course!

por Ruiliang L

Feb 27, 2019

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

por Потапчук А А

Aug 04, 2018

Amazing course with very interesting and practical assignments.