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자연 언어 처리(으)로 돌아가기

HSE 대학의 자연 언어 처리 학습자 리뷰 및 피드백

4.4
별점
776개의 평가
198개의 리뷰

강좌 소개

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...

최상위 리뷰

DW
2020년 8월 2일

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.

AS
2019년 12월 17일

One of the best courses I took from coursera. Good mathematical knowledge, resources provided are related to current research. Assignments are more than expected.

필터링 기준:

자연 언어 처리의 200개 리뷰 중 101~125

교육 기관: Mohit K

2018년 8월 19일

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

교육 기관: Pablo V I

2019년 9월 11일

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

교육 기관: kannimuthu s

2020년 5월 17일

Great Learning Experience and It is Challenging Course for ML Researchers

교육 기관: shuangwei z

2020년 5월 15일

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

교육 기관: David R M H

2019년 6월 20일

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

교육 기관: Ruiliang L

2019년 2월 26일

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

교육 기관: Потапчук А А

2018년 8월 4일

Amazing course with very interesting and practical assignments.

교육 기관: Cleverson O C

2019년 6월 24일

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

교육 기관: Jay

2020년 6월 9일

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

교육 기관: José B

2020년 8월 23일

It's a great course to learn the basic concepts about NLP.

교육 기관: Василий Г

2019년 5월 31일

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

교육 기관: Hassan B

2018년 12월 31일

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

교육 기관: Aravind M

2018년 9월 28일

Very good course with challenging assignments

교육 기관: Xinsong D

2018년 7월 19일

Great course, I really learned a lot from it.

교육 기관: Dương C T

2020년 5월 25일

This is a excellent course I ever learned!

교육 기관: Hamsini S

2019년 12월 18일

This course gives a strong foundation NLP.

교육 기관: Anurag

2018년 12월 9일

Content is so good. Cheers for the makers.

교육 기관: Ho Y C

2018년 3월 28일

Excellent course materials and assignments

교육 기관: Jayanta M

2019년 11월 15일

A very good and practical course on NLP.

교육 기관: Sylvain D

2019년 11월 25일

Very nice and extremely interesting !

교육 기관: MD. R K

2018년 5월 28일

That course is Amazing! I love it.

교육 기관: Haoyu L

2019년 8월 24일

Such a practical course! Love it!

교육 기관: Lucas K K

2019년 12월 28일

Great course! Highly recommended

교육 기관: Baibhav N

2021년 3월 26일

Fantastic course to learn NLP

교육 기관: Loganathan S

2019년 9월 19일

Very good and useful course.