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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

4.6
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:

76 - 自然语言处理 的 100 个评论(共 118 个)

创建者 Dmitry N

Oct 30, 2019

Naaah, OK 5 out of 5. You, guys, are OK. Teaching stuff is great. And you are actually giving theoretical background, as Andrew Ng does. He might just have a bit more examples. But, I think, it was your first shot. And next course done by you, guys, for instance about GANS, will have a lot of examples. Thanks again.

And looking good, you both.

创建者 Ernst O

Nov 04, 2019

Course has a high pace, and exposes students to many state-of-the-art as well as classic topics. Only topic missing are the recent BERT/ELMO models. This should be included. The lectures are good, but often cover too much ground to be understood fully, without further reading. Nice assignments. All in all worth it!

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.

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 Alex

Mar 25, 2018

Very good lectures, video materials.

Covered interesting topics and have some challenging tasks.

创建者 Loganathan S

Sep 19, 2019

Very good and useful course.

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 Потапчук А А

Aug 04, 2018

Amazing course with very interesting and practical assignments.

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 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 Кладов Е А

Jul 23, 2018

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

创建者 Anurag

Dec 09, 2018

Content is so good. Cheers for the makers.

创建者 Ruiliang L

Feb 27, 2019

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

创建者 Johannes J

Jan 14, 2019

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

创建者 Santoshi K

Mar 21, 2019

explanation on Fundamentals are good.. it would be better if models and methods are explained by applying them to some real time examples.

创建者 rashmi

Mar 29, 2019

good

创建者 Daksh M

Apr 06, 2019

It has less content on abstractive summarization.

创建者 Игнатовская В А

Dec 06, 2018

There were basic introduction as for me, without almost any proofs and mathematical constructions. It was interesting but after this course actually I can't say that now I can do it from the beginning to end for myself, only some functions to include in existing code. Last instruction about AWS was terrible! There were too many questions about it!!!!

创建者 Putcha L N R

Dec 25, 2018

Anna and group is great at teaching. However, a lot of graded assignments were a lot ambiguous with many important details missing. It would be a lot more helpful, if the content needed for assignment is explicitly mentioned! Thank you!

创建者 Helmut G

Jul 10, 2018

Nice course. However, trying to pass the assignments can sometimes feel like a nightmare, because there is no feedback from the grader that would lead you into the right direction. Luckily you can get useful information in the discussion forum.

创建者 Alejandro G

May 16, 2018

Nice introduction and very practical

创建者 Akash S

May 22, 2018

Very good course!! A big thanks to all the instructors. However I feel the course covered a lot of stuff which affected its focus. May be it would have been better to focus on fewer techniques but in greater detail both in theory and assignments.

创建者 Arnaud R

Apr 15, 2018

Great course !

Learned a lot. Removed one star because I felt they tried to jam too much content into 5weeks which resulted in some content to be rushed and given only a singular question in a quiz. The course would have deserved 1 or 2 more weeks to dilute the content a bit.

However you ll still learn very relevant skills in the assignements and the course provide a lot of links for you to learn more in X or Y subject.

创建者 Fernaldy A F

Aug 29, 2018

Great course but not easy one.. You must have required knowledge..

You need extra effort to finish quizzes or assignments, and also search in forum discussion or internet..

I think, the lectures are too theoretical, but that's good if you are curious or researchers that need to know about state of the art related NLP..

Overall this is worthy to take..

创建者 Ankit G

Nov 18, 2018

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