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在现实世界中学习

Learning in the real world
课程网址: http://videolectures.net/colt2011_hand_world/  
主讲教师: David J. Hand
开课单位: 帝国理工学院
开课时间: 2011-08-02
课程语种: 英语
中文简介:
确切的说,计算和机器学习的早期假设数据在开发学习算法和策略时表现良好。不幸的是,当人们将方法应用于实际问题时,这种假设是不明智的。此演讲说明了实际问题的一些情况,表明盲目应用高效方法会导致一个人严重误入歧途,解决方案需要深入思考并开发更复杂的理论和算法。
课程简介: Quite properly, the early days of computational and machine learning assumed the data were well-behaved when developing learning algorithms and strategies. Unfortunately, such an assumption is unwise when one comes to apply the methods to real problems. This talk illustrates some of the complications of real problems, showing how blind application of highly effective methods can lead one seriously astray. Solutions require deep thought and the development of more sophisticated theory and algorithms.
关 键 词: 算法; 理论; 实际问题
课程来源: 视频讲座网
最后编审: 2020-01-16:chenxin
阅读次数: 38