图 书 馆
机器学习简介Introduction to Machine Learning |
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| 课程网址: | http://videolectures.net/bootcamp2010_murray_iml/ |
| 主讲教师: | Iain Murray |
| 开课单位: | 爱丁堡大学 |
| 开课时间: | 2010-08-05 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | How can we represent data on a computer and use it to learn to perform useful tasks? This lecture reviews some simple classification and regression rules, discusses under- and over-fitting and emphasises the utility of defining objective functions for learning. There is also a short overview of Bayesian learning, and some practical tips for pre-processing and visualizing data. The lecture ends with a brief mention of unsupervised learning and related topics. |
| 关 键 词: | 数据; 回归规则; 过度拟合 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2021-02-16：nkq |
| 阅读次数: | 54 |