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自然言語処理 に戻る

ロシア国立研究大学経済高等学院(National Research University Higher School of Economics) による 自然言語処理 の受講者のレビューおよびフィードバック

4.5
656件の評価
166件のレビュー

コースについて

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...

人気のレビュー

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.

AS

Dec 18, 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.

フィルター:

自然言語処理: 76 - 100 / 166 レビュー

by Hendra B

Jul 12, 2018

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

by Irphan A

Nov 02, 2018

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

by Amulya R B

Mar 04, 2018

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

by Mohit K

Aug 20, 2018

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

by Pablo V I

Sep 11, 2019

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

by Kannimuthu

May 17, 2020

Great Learning Experience and It is Challenging Course for ML Researchers

by shuangwei z

May 15, 2020

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

by David R M H

Jun 20, 2019

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

by Ruiliang L

Feb 27, 2019

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

by Потапчук А А

Aug 04, 2018

Amazing course with very interesting and practical assignments.

by Cleverson O C

Jun 24, 2019

Very good! Maybe a little more explanation on theorical parts.

by Jay

Jun 09, 2020

This is my first coursera course but have a great experience.

by Василий Г

May 31, 2019

One of the best courses at Coursera platform I've attened.

by Hassan B

Dec 31, 2018

Is the best NLP course i have ever seen !!!!!!!!

by Aravind M

Sep 28, 2018

Very good course with challenging assignments

by Xinsong D

Jul 19, 2018

Great course, I really learned a lot from it.

by Dương C T

May 26, 2020

This is a excellent course I ever learned!

by Hamsini S

Dec 18, 2019

This course gives a strong foundation NLP.

by Anurag

Dec 09, 2018

Content is so good. Cheers for the makers.

by Chan H Y

Mar 28, 2018

Excellent course materials and assignments

by Jayanta M

Nov 15, 2019

A very good and practical course on NLP.

by Sylvain D

Nov 25, 2019

Very nice and extremely interesting !

by MD. R K

May 28, 2018

That course is Amazing! I love it.

by Haoyu L

Aug 24, 2019

Such a practical course! Love it!

by Lucas K K

Dec 28, 2019

Great course! Highly recommended