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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
567 classificações
140 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

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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126 — 140 de {totalReviews} Avaliações para o Processamento da Linguagem Natural

por Johannes J

Jan 14, 2019

I learned a lot. The tasks are challenging, but somehow manageable. Thanks!

por Ankit G

Nov 18, 2018

Excellent Course on NLP. Need more focus on RNN/CNN/Sequence modelling

por Daksh M

Apr 06, 2019

It has less content on abstractive summarization.

por Alejandro G

May 16, 2018

Nice introduction and very practical

por Wei Z

Aug 22, 2018

Good but some content felt rushed

por Himanshu B

Dec 19, 2019

Nice course for leaning NLP! :)

por rashmi

Mar 29, 2019

good

por Luke B

Jun 03, 2019

This was a good class, and I want to give it more stars, but the default path for completing the final project requires far more time than the course specifies, making it difficult to properly manage one's time.

por Omar F

Sep 02, 2019

The course material overall is good. However, the assignments are not very beneficial from my point of view.

The peer review is totally a mess -no one really review an assignment-

por Angela B

Jul 06, 2019

Good information, but I am struggling understanding the presenter. The course feels a bit forced.

por ravi k

Aug 07, 2019

Good and useful content but weak quality in providing directions in assignments and zero help

por Y P R

Jan 22, 2020

Theoritical explanation was good but we expect practical explanation

por Joris D

Sep 22, 2019

This is a very good course, brought with clarity and humour, and excellent quizzes and assignments to assess your understanding of the material. The big problem it has is the final project, which requires you to run a piece of software on an AWS free tier server. An impossibility, because the software requires more memory than Amazon offers in its free tier. Moreover, as it crashes every few hours, peer reviewers can find it not working and have to contact you to restart it. Constant monitoring for several days is required.

por MHD K M

Mar 21, 2020

I didn't like the teaching way!

por Vladislav G

Mar 19, 2020

Pronunciation is terrible.