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Voltar para Processamento da Linguagem Natural

Comentários e feedback de alunos de Processamento da Linguagem Natural da instituição Universidade HSE

4.5
estrelas
755 classificações
192 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

DW
2 de Ago de 2020

It's a comprehensive course on NLP. The instructors clearly explain both the traditional/classical approaches and modern approaches such as neural networks in NLP.

AS
17 de Dez de 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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76 — 100 de 192 Avaliações para o Processamento da Linguagem Natural

por Keshav V J

26 de Jan de 2019

Extremely good teachers and content was up to date with current research. Definitely one of the best courses on Coursera.

por Niraj B

8 de Jul de 2020

Course content tends towards more advanced level and people need slightly greater understanding of nlp to get into this.

por Timothy G

14 de Out de 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 KAIBI I

6 de Jan de 2021

A useful course in terms of the number of concepts discovered that you absolutely need to benefit from your research

por Nikhil S

21 de Nov de 2020

Great course but do remember you would need a ton load of prerequisites and self-learning throughout the course.

por Bhavesh K

26 de Set de 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

31 de Jan de 2019

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

por Zorana V

30 de Set de 2020

Course is really great and intuitive and it gives you a lot of knowledge both practical and theorettical. :)

por Nimish S

6 de Jun de 2018

One of the best NLP courses. Project Assignments are really worth the time and add lot of value to learning.

por Grishma S

21 de Jun de 2020

Very good course, come to know lot many new skills. Thanks to all teachers and technical assistants.

por Siwei Y

3 de Abr de 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

23 de Jun de 2019

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

por Кладов Е А

22 de Jul de 2018

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

por George G

22 de Out de 2018

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

por Alex

25 de Mar de 2018

Very good lectures, video materials.

Covered interesting topics and have some challenging tasks.

por Deleted A

31 de Mar de 2019

I have the best experience ever with the learning methodologies.

all over it was quite awesome.

por Hendra B

12 de Jul de 2018

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

por Irphan A

2 de Nov de 2018

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

por Amulya R B

4 de Mar de 2018

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

por Gopal D

27 de Nov de 2020

Helped me a lot! I know the concepts intuitively, theoretically and practically.

por Mohit K

19 de Ago de 2018

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

por Pablo V I

11 de Set de 2019

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

por kannimuthu s

17 de Mai de 2020

Great Learning Experience and It is Challenging Course for ML Researchers

por shuangwei z

15 de Mai de 2020

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

por David R M H

20 de Jun de 2019

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