Chevron Left
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

4.6
452 classificações
103 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.

Filtrar por:

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

por Jeremy L

Mar 29, 2019

The assignments are great!

por Deleted A

Mar 31, 2019

I have the best experience ever with the learning methodologies.

all over it was quite awesome.

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 Christian G

Jan 31, 2019

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

por Lucas B M

Mar 13, 2019

Very good course

por Anurag

Dec 09, 2018

Content is so good. Cheers for the makers.

por Ruiliang L

Feb 27, 2019

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

por Владимир В

Feb 26, 2019

super!

por Hendra B

Jul 12, 2018

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

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 Amulya R B

Mar 04, 2018

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

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 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 Marcin G

Mar 29, 2018

This is an advanced course. Creators assume you have significant amount of knowledge in the field, if not you have to do additional research. The course covers most up-to-date achievements in the field of NLP. It covers widely used techniques of improving NLP performance. You get a chance to see interesting point of view from some of the best people in NLP. Well prepared and thought through material. Teachers are enthusiastic about the filed, which helps learning. Definitely worth taking if you practice language analysis.

por Patrick H

Apr 06, 2018

Awesome course.

por Vignesh V

Mar 02, 2018

Excellent Course.

por 过群

Mar 07, 2018

OMG!!!!!

por Chan H Y

Mar 28, 2018

Excellent course materials and assignments

por Rik K

May 01, 2018

Enjoyed it a lot!

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 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 Max P Z

Mar 28, 2018

Great course!

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 MD. R K

May 28, 2018

That course is Amazing! I love it.

por Alex

Mar 25, 2018

Very good lectures, video materials.

Covered interesting topics and have some challenging tasks.