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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.

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101 - 自然语言处理 的 125 個評論(共 204 個)

創建者 Amulya R B

2018年3月4日

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

創建者 Gopal D

2020年11月27日

Helped me a lot! I know the concepts intuitively, theoretically and practically.

創建者 Mohit K

2018年8月19日

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

創建者 Pablo V I

2019年9月11日

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

創建者 kannimuthu s

2020年5月17日

Great Learning Experience and It is Challenging Course for ML Researchers

創建者 shuangwei z

2020年5月15日

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

創建者 David R M H

2019年6月20日

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

創建者 Ruiliang L

2019年2月26日

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

創建者 Anton P

2018年8月4日

Amazing course with very interesting and practical assignments.

創建者 Cleverson C

2019年6月24日

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

創建者 Jay

2020年6月9日

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

創建者 José B

2020年8月23日

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

創建者 Василий Г

2019年5月31日

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

創建者 Hassan B

2018年12月31日

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

創建者 Aravind M

2018年9月28日

Very good course with challenging assignments

創建者 Xinsong D

2018年7月19日

Great course, I really learned a lot from it.

創建者 Dương C T

2020年5月25日

This is a excellent course I ever learned!

創建者 Hamsini S

2019年12月18日

This course gives a strong foundation NLP.

創建者 Anurag B

2018年12月9日

Content is so good. Cheers for the makers.

創建者 Ho Y C

2018年3月28日

Excellent course materials and assignments

創建者 Jayanta M

2019年11月15日

A very good and practical course on NLP.

創建者 Sylvain D

2019年11月25日

Very nice and extremely interesting !

創建者 MD. R K

2018年5月28日

That course is Amazing! I love it.

創建者 Haoyu L

2019年8月24日

Such a practical course! Love it!

創建者 Lucas K

2019年12月28日

Great course! Highly recommended