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论大数据算法

On Big Data Algorithmics
课程网址: http://videolectures.net/algo2012_matias_data_algorithmics/  
主讲教师: Yossi Matias
开课单位: 谷歌公司
开课时间: 2012-12-11
课程语种: 英语
中文简介:
大数据的广泛使用在技术和行业的过剩中已经变得很普遍。从海量数据库到商业智能和数据挖掘应用;从搜索引擎到推荐系统;推进语音识别、翻译等技术的发展。大数据算法的设计、分析和工程具有多种风格,包括大规模并行、流算法、草图和概要、云技术等等。我们将讨论其中的一些方面,并反思它们的演变,以及大数据算法的理论与实践之间的相互作用。
课程简介: The extensive use of Big Data has now become common in plethora of technologies and industries. From massive data bases to business intelligence and datamining applications; from search engines to recommendation systems; advancing the state of the art of voice recognition, translation and more. The design, analysis and engineering of Big Data algorithms has multiple flavors, including massive parallelism, streaming algorithms, sketches and synopses, cloud technologies, and more. We will discuss some of these aspects, and reflect on their evolution and on the interplay between the theory and practice of Big Data algorithmics.
关 键 词: 大数据; 海量数据库; 商业智能
课程来源: 视频讲座网
最后编审: 2020-11-19:zyk
阅读次数: 46