date_range 开始2015年10月5日
event_note 结束于2015年12月28日
list 12个序列
assignment 等级:入门
chat_bubble_outline 语言 : 英语
card_giftcard 672点
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关键信息

credit_card 免费进入
verified_user 免费证书
timer 总共84个小时

关于内容

This course provides an introduction to the field of Natural Language Processing, including topics like Language Models, Parsing, Semantics, Question Answering, and Sentiment Analysis.

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课程大纲

Week One (Introduction 1/2) (1:35:31)
Week Two (Introduction 2/2) (1:36:26)
Week Three (NLP Tasks and Text Similarity) (1:42:52)
Week Four (Syntax and Parsing, Part 1) (1:48:14)
Week Five (Syntax and Parsing, Part 2) (1:50:29)
Week Six (Language Modeling and Word Sense Disambiguation) (1:40:33)
Week Seven (Part of Speech Tagging and Information Extraction) (1:33:21)
Week Eight (Question Answering) (1:16:59)
Week Nine (Text Summarization) (1:33:55)
Week Ten (Collocations and Information Retrieval) (1:29:40)
Week Eleven (Sentiment Analysis and Semantics) (1:09:38)
Week Twelve (Discourse, Machine Translation, and Generation) (1:30:57)

 

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教师

  • Dragomir Radev
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内容设计师

University of Michigan
The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future.
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平台

Coursera

Coursera是一家数字公司,提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。

Coursera与顶尖大学和组织合作,在线提供一些课程,并提供许多科目的课程,包括:物理,工程,人文,医学,生物学,社会科学,数学,商业,计算机科学,数字营销,数据科学 和其他科目。

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