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返回到 自然语言处理

學生對 俄罗斯国家研究型高等经济大学 提供的 自然语言处理 的評價和反饋

4.5
802 個評分
204 條評論

課程概述

This online 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 the 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....

熱門審閱

GY
2018年3月23日

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!

DW
2020年8月2日

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.

篩選依據:

176 - 自然语言处理 的 200 個評論(共 204 個)

創建者 Armughan S

2020年5月19日

The course had an advanced content and was taught at a good pace. Though there are some concepts which were not elaborated and needed to be understood from different sources.

創建者 Ahammed J

2020年4月24日

This is basic to advanced level course. you should have significant amount of knowledge in the field, if not you have to do additional research .Over all good course.

創建者 Santoshi29 K

2019年3月21日

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

創建者 Hampus L

2019年6月6日

The course was great. Perhaps it'd be nice to combine the lower level with some higher level Deep Learning framework at the end. Thanks!

創建者 Raúl A C G

2020年12月28日

Really nice course, you might want to add some more tips in the programming assignments but beside that really awesome content

創建者 Ruperto P B C

2020年4月3日

It is a very good course. My only request is related to update the tasks along the course to use Tensorflow 2.0

創建者 Archana C

2020年6月23日

More detailed explaination for week 5 project required. a video can be released for AWS use.

創建者 Francisco R

2018年8月21日

Time estimated for assignments is well below the actual time taken to complete them.

創建者 Johannes J

2019年1月14日

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

創建者 Ahmad A

2020年7月30日

More detailed slides and longer elaborating of ideas can be an advantage

創建者 ankit g

2018年11月18日

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

創建者 Daksh M

2019年4月6日

It has less content on abstractive summarization.

創建者 Pranay R K

2020年6月26日

Good content, but need to update the course

創建者 GUDURU B R

2020年6月1日

very hard .must have a lot of prerequisites

創建者 Alejandro G

2018年5月16日

Nice introduction and very practical

創建者 Wei Z

2018年8月22日

Good but some content felt rushed

創建者 Himanshu B

2019年12月19日

Nice course for leaning NLP! :)

創建者 4NM18CS100 N K

2021年12月20日

great

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創建者 Luis M R C

2020年8月26日

Great

創建者 Rashmisai B

2019年3月29日

good

創建者 Luke B

2019年6月2日

This was a good class, and I want to give it more stars, but the default path for completing the final project requires far more time than the course specifies, making it difficult to properly manage one's time.

創建者 omar f

2019年9月2日

The course material overall is good. However, the assignments are not very beneficial from my point of view.

The peer review is totally a mess -no one really review an assignment-

創建者 Ravi K R B

2019年8月7日

Good and useful content but weak quality in providing directions in assignments and zero help

創建者 RASHMI A

2020年8月3日

it was good but wanted programming vedeos rather than completely theory.

創建者 Y P R

2020年1月22日

Theoritical explanation was good but we expect practical explanation