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数学学院、所系列学术报告(787场):大数据课程I 大数据分析对传统统计学的机遇和挑战

发表于: 2018-06-19   点击: 

主讲人: Hulin Wu教授

 : Department of Biostatistics & Data Science

University of Texas Health Science Center at Houston

时间: 上午9:3011:30  2018622

地点: 三楼会议室, 数学楼

内容简介: The newly emerging concepts of Big Data and Data Science have made a very big splash among academic world, industries and governments. In particular, it has a big impact to the statistical community, since statisticians are traditionally considered as a unique profession to deal with, especially analyze data. There is a potential threat that the emerging professionals of Data Scientists may replace statisticians’ job. In this talk, I will analyze and discuss the concepts, definitions and methods of data mining, machine learning, artificial intelligence, data science and Big Data, so that we could understand the differences between the traditional statistics and the emerging field of data science. Then I will propose and discuss our strategies to identify our opportunities to face the new data science/Big Data challenges. I’ll propose some ideas on how to change our culture and training programs to meet these new challenges.