图 书 馆
预测：机器学习和统计（麻省理工）15.097 Prediction: Machine Learning and Statistics (MIT) |
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| 课程网址: | http://ocw.mit.edu/courses/sloan-school-of-management/15-097-pred... |
| 主讲教师: | Prof. Cynthia Rudin |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 信息不详。欢迎您在右侧留言补充。 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Prediction is at the heart of almost every scientific discipline, and the study of generalization (that is, prediction) from data is the central topic of machine learning and statistics, and more generally, data mining. Machine learning and statistical methods are used throughout the scientific world for their use in handling the "information overload" that characterizes our current digital age. Machine learning developed from the artificial intelligence community, mainly within the last 30 years, at the same time that statistics has made major advances due to the availability of modern computing. However, parts of these two fields aim at the same goal, that is, of prediction from data. This course provides a selection of the most important topics from both of these subjects. |
| 关 键 词: | 机器学习; 统计方法; 数据的预测 |
| 课程来源: | 麻省理工大学公开课 |
| 最后编审: | 2015-11-29：cmh |
| 阅读次数: | 91 |