图 书 馆
拥抱不确定性：应用机器学习成为时代Embracing Uncertainty: Applied Machine Learning Comes of Age |
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| 课程网址: | http://videolectures.net/ecmlpkdd2011_bishop_embracing/ |
| 主讲教师: | Christopher Bishop |
| 开课单位: | 微软公司 |
| 开课时间: | 2011-10-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Over the last decade the number of deployed applications of machine learning has grown rapidly, with examples in domains ranging from recommendation systems and web search, to spam filters and voice recognition. Most recently, the Kinect 3D full-body motion sensor, which relies crucially on machine learning, has become the fastest-selling consumer electronics device in history. Developments such as the advent of widespread internet connectivity, with its centralisation of data storage, as well as new algorithms for computationally efficient probabilistic inference, will create many new opportunities for machine learning over the coming years. The talk will be illustrated with tutorial examples, live demonstrations, and real-world case studies. |
| 关 键 词: | 机器学习; 推荐系统; 网络搜索; 垃圾邮件过滤器; 语音识别; 互联网; 数据存储集中化 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-04-23：chenxin |
| 阅读次数: | 35 |