Data stream analysis - PowerPoint PPT Presentation

Chapter 10: Data Streams Mining

COMP9313: Big Data Management Lecturer: Xin Cao Course web site: http://www.cse.unsw.edu.au/~ cs9313/. Chapter 10: Data Streams Mining. Data Streams. In many data mining situations, we do not know the entire data set in advance

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Data Stream Algorithms Intro, Sampling, Entropy

Data Stream Algorithms Intro, Sampling, Entropy. Graham Cormode graham@research.att.com. Outline. Introduction to Data Streams Motivating examples and applications Data Streaming models Basic tail bounds Sampling from data streams Sampling to estimate entropy. Data is Massive.

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