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返回到 自然语言处理

学生对 国立高等经济大学 提供的 自然语言处理 的评价和反馈

4.5
714 个评分
183 条评论

课程概述

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...

热门审阅

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.

DW

Aug 03, 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.

筛选依据:

51 - 自然语言处理 的 75 个评论(共 183 个)

创建者 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.

创建者 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.

创建者 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.

创建者 Nilesh G

Jun 06, 2020

Nice content, effective content delivery, hands on projects in each assignment which will help to build the final project, link of research papers which will really helpful to get detail insights of topics.

Strongly recommend to learn new technological stuffs...Thanks to all my Teachers

创建者 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!

创建者 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.

创建者 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.

创建者 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.

创建者 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!

创建者 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.

创建者 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!

创建者 Dittaya W

Aug 03, 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.

创建者 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!

创建者 Ari W R

Aug 30, 2020

That is so cool for all of the material that is include in this course. I hope can apply the knowledge that i get from this course as max as possible.

创建者 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.

创建者 NISARGA J

Jul 10, 2020

It was very fun learning in this website,it did boost my confidence and was very helpful in mastering the course! Glad that i choose Coursera.

创建者 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.

创建者 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.

创建者 Dipo D

Jun 27, 2020

The content was really deep and up to date with the latest research and practice in the real world. Assignments were really good also.

创建者 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.

创建者 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.

创建者 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.

创建者 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.

创建者 Niraj B

Jul 08, 2020

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

创建者 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.