All episodes of INTERNET MEASUREMENT AND DATA ANALYSIS 2012

Episodes

Internet data analysis and privacy issues,Summary of the class

Published 01/08/13

Distributed parallel processing,Cloud computing technology,MapReduce,exercise: MapReduce algorithm

Published 12/25/12

Search systems,PageRank,exercise: PageRank algorithm

Published 12/18/12

Pattern extraction,Classification,Clustering,exercise: clustering

Published 12/11/12

Anomaly detection,Machine Learning,SPAM filtering and Bayes theorem,exercise: naive Bayesian filter

Published 12/04/12

Routing protocols,Graph theory,exercise: shortest-path algorithm

Published 11/27/12

Internet and time,Network Time Protocol,Time series analysis,exercise: time-series analysis,assignment 2

Published 11/19/12

Data sensing,Linear regression,Principal Component Analysis,exercise: linear regression

Published 11/13/12

Online recommendation systems,Distance,Correlation coefficient,exercise: correlation analysis

Published 11/06/12

Long tail,Web access and content distribution,Power-law and complex systems,exercise: power-law analysis

Published 10/30/12

Normal distribution,Confidence intervals and statistical tests,Distribution generation,exercise: confidence intervals,assignment 1

Published 10/23/12

Network management tools,Data format,Log analysis methods,exercise: log data and regular expression

Published 10/16/12

Summary statistics,Sampling,How to make good graphs,exercise: graph plotting by Gnuplot

Published 10/02/12

Published 09/25/12

Big Data and Collective Intelligence,Internet measurement,Large-scale data analysis,exercise: introduction of Ruby scripting language

Published 09/25/12