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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

4.6
513 个评分
119 个审阅

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

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.

筛选依据:

26 - 自然语言处理 的 50 个评论(共 118 个)

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 Narjes K

Nov 07, 2018

Very good course,

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 Amartya C

Feb 19, 2019

It is a great course having both mix of traditional ML and deep NLP approaches (the new might be better but we need to know the prevalent ways a decade ago!). Should keep the content updated with always developing field of NLP. Assignments are really useful to understand the subject and stays as a starter code for new projects you wanna start. I would like to convey my thanks to the instructors !!

创建者 Владимир В

Feb 26, 2019

super!

创建者 Ruiliang L

Feb 27, 2019

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

创建者 Lucas B M

Mar 13, 2019

Very good course

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 Lucy L

Dec 13, 2018

the best nlp online course

创建者 Xinsong D

Jul 19, 2018

Great course, I really learned a lot from it.

创建者 Кладов Е А

Jul 23, 2018

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

创建者 haiya1994

Oct 09, 2018

very good

创建者 Mohit K

Aug 20, 2018

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

创建者 Aravind M

Sep 28, 2018

Very good course with challenging assignments

创建者 Martin t H

Sep 30, 2018

Excellent course. It is clearly advanced and the student is expected to know about many concepts/technologies before starting.

The lectures treat state-of-the-art methods for NLP using (deep) ML in a high-level fashion without going too far into the details. For this reason the course is good for learning about the availability of methods and how they work in the broad sense, but if the student wants to know more he/she should read the accompanying papers. I enjoyed listening to both lecturers since they were speaking clearly and with good structure. However, sometimes I lost them because they went over some of the mathematical topics quite quickly.

The assignments are great as well. Their level matches the expected level of an advanced ML course. Through the assignments I got a good idea of how to perform NLP in practise with the latest tools. An improvement could be giving the student more freedom in how he/she tackles the assignment (though I understand it makes reviewing more difficult).

In addition I think it would be good if there are multiple tests that check the same theory over the whole course. After each week I could make the quiz quite easily because the knowledge was fresh in my head, but if I had to make them again now it would be much more difficult.

创建者 George G

Oct 22, 2018

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

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 Irphan A

Nov 02, 2018

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

创建者 Hendra B

Jul 12, 2018

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

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 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.

创建者 Max P Z

Mar 28, 2018

Great course!

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 Amulya R B

Mar 04, 2018

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

创建者 过群

Mar 07, 2018

OMG!!!!!