Chinese University of Petroleum, Qingdao, China, July 19-24, 2015

Professor Craig C. Douglas

 

Notes

General files or links of interest

File(s) Description Last modified
Online textbook or with links Big Data online textbook March, 2014
survey paper Wooyoung Kim, Parallel Clustering Algorithms: Survey 2009
     
C tutorial University of Strathclyde C Tutorial January, 1995
C introduction Local UW C Tutorial Summer, 2013
MMDS site Mining of Massive Datasets web site Constantly
Web archive Way back web searching Constantly

Lectures

Topic Link Description
Dynamic data driven apps dbddas+examples Lectures about DBDDAS principles
     
Big Data and outline Outline of minicourse
data mining sentence Big data sentence problem description
concepts fracking Fracking data description
  mapreduce MapReduce and friends
  pig-oink Apache Pig and Sandia Oink
  find Finding similar items
  clustering Clustering algorithms
  machine learning Machine learning algorithms
  dim-reduction Dimensionality reduction
  marketbasket Market baskets
     
  anomalies Case study on anomalies
  pagerank PageRank algorithm

Cheers,
Craig C. Douglas

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