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자연 언어 처리(으)로 돌아가기

HSE 대학의 자연 언어 처리 학습자 리뷰 및 피드백

4.4
별점
789개의 평가
202개의 리뷰

강좌 소개

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....

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 202개 리뷰 중 201~202

교육 기관: fahimeh g

2021년 3월 5일

really complicated explanation and very hard to understand.

교육 기관: SANJANA Y

2021년 10월 1일

They make VERY COMPLEX PROCESS TO START COURSE.