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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

801 個評分
204 條評論


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:



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!


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.


76 - 自然语言处理 的 100 個評論(共 204 個)

創建者 Sixing H


Very fast and efficient to get an intro into NLP. Afterwards, I can proceed to learn deeper into the subject. Thank all the instructors.

創建者 Stamatis M


The best course in this specialization so far, and also Mrs Anna Potapenko is the best instructor on this specialization in my opinion.

創建者 Dipo D


The content was really deep and up to date with the latest research and practice in the real world. Assignments were really good also.

創建者 Xuan W


Very good course with broad introduction of the state of the art technologies for NLP. Well designed and interesting homework as well.

創建者 刘尧


It's a little hard to complete all the courses and homework. But it's worth your time and hard work. I learnt a lot from this course.

創建者 Abdul Q A


An excellent course for the students who really want to learn the process of understanding how the intelligent machine works.

創建者 Keshav V J


Extremely good teachers and content was up to date with current research. Definitely one of the best courses on Coursera.

創建者 Niraj B


Course content tends towards more advanced level and people need slightly greater understanding of nlp to get into this.

創建者 Timothy G


This class of NLP came in handy for my current position. I recommend this class to others that real want to learn NLP.



A useful course in terms of the number of concepts discovered that you absolutely need to benefit from your research

創建者 Nikhil S


Great course but do remember you would need a ton load of prerequisites and self-learning throughout the course.

創建者 Bhavesh K


This course was really helpful to me in understanding and being aware of the state of the art techniques in NLP.

創建者 Christian G


Awesome course, I really learned a lot and the projects are really interesting, especially the final project!

創建者 Zorana V


Course is really great and intuitive and it gives you a lot of knowledge both practical and theorettical. :)

創建者 Nimish S


One of the best NLP courses. Project Assignments are really worth the time and add lot of value to learning.

創建者 Grishma S


Very good course, come to know lot many new skills. Thanks to all teachers and technical assistants.

創建者 Siwei Y


这是门很棒的课,那位女老师尤其教得好。虽然 technical dependencies 有点多, 但是总得来说是可以接受的。 题外话: Docker 简直就是个病毒, 能把你的电脑搞得莫名其妙。

創建者 karthik s


This course is perfectly structured with all necessary contents to develop your knowledge on NLP.

創建者 Кладов Е А


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

創建者 George G


The best NLP course on the WEB. Especially when you count in the great support from the Staff!!

創建者 Alexandr S


Very good lectures, video materials.

Covered interesting topics and have some challenging tasks.

創建者 Deleted A


I have the best experience ever with the learning methodologies.

all over it was quite awesome.

創建者 Hendra B


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

創建者 Sameera H S


In depth theoretical explanation of every topics. Practical assignments are very helpful.

創建者 Irphan A


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