机器学习数学Mathematics Of Machine Learning |
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课程网址: | https://ocw.mit.edu/courses/18-657-mathematics-of-machine-learnin... |
主讲教师: | Prof. Philippe Rigollet |
开课单位: | 麻省理工学院 |
开课时间: | 2015-01-01 |
课程语种: | 英语 |
中文简介: | 从广义上讲,机器学习是指自动识别数据中的模式。因此,它一直是新的统计和算法发展的沃土。本课程的目的是对这些发展进行数学上的严谨介绍,重点是方法及其分析。 您可以在 Rigollet 教授的网站上阅读有关其工作和课程的更多信息。 |
课程简介: | Broadly speaking, Machine Learning refers to the automated identification of patterns in data. As such it has been a fertile ground for new statistical and algorithmic developments. The purpose of this course is to provide a mathematically rigorous introduction to these developments with emphasis on methods and their analysis. You can read more about Prof. Rigollet’s work and courses on his website. Show less |
关 键 词: | 机器学习; 自动识别; 统计算法 |
课程来源: | 麻省理工学院公开课 |
数据采集: | 2023-11-21:chenjy |
最后编审: | 2023-11-21:chenjy |
阅读次数: | 32 |