图 书 馆
数据科学与机器学习Data Science and Machine Learning at Scale |
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| 课程网址: | http://videolectures.net/ecmlpkdd2011_sundaresan_data/ |
| 主讲教师: | Neel Sundaresan |
| 开课单位: | 易趣研究实验室 |
| 开课时间: | 2011-10-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Large Social Commerce Network sites like eBay have to constantly grapple with building scalable machine learning algorithms for search ranking, recommender systems, classification, and others. Large data availability is both a boon and curse. While it offers a lot more diverse observation, the same diversity with sparsity and lack of reliable labeled data at scale introduces new challenges. Also, availability of large data helps take advantage of correlational factors while requiring creativity in discarding irrelevant data. In this talk we will discuss all of this and more from the context of eBay’s large data problems. |
| 关 键 词: | 机器学习; 计算机科学; 数据挖掘 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-09-21：heyf |
| 阅读次数: | 47 |