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机器学习的算法方面

Algorithmic Aspects Of Machine Learning
课程网址: https://ocw.mit.edu/courses/18-409-algorithmic-aspects-of-machine...  
主讲教师: Prof. Ankur Moitra
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:
本课程围绕机器学习中出现的算法问题进行组织。现代机器学习系统通常建立在没有可证明保证的算法之上,并且它们何时以及为什么起作用是争论的主题。在本课程中,我们专注于设计算法,这些算法的性能可以针对基本的机器学习问题进行严格分析。
课程简介: This course is organized around algorithmic issues that arise in machine learning. Modern machine learning systems are often built on top of algorithms that do not have provable guarantees, and it is the subject of debate when and why they work. In this class, we focus on designing algorithms whose performance we can rigorously analyze for fundamental machine learning problems.
关 键 词: 机器学习; 算法问题; 严格分析
课程来源: 麻省理工学院公开课
数据采集: 2024-02-05:chenjy
最后编审: 2024-02-05:chenjy
阅读次数: 13