University of Wyoming MA 5490, 2017 Fall

Tuesday and Thursday, 8:10-9:25, 247 Ross Hall

Office Hours: Tuesday 9:30-10:30, Wednesday 11:00-12:00, and Friday 3:00-4:00

Professor Craig C. Douglas

Notes

General files or links of interest

File(s) Description Last modified
C introduction Local UW C Tutorial Summer, 2013
MMDS site Mining of Massive Datasets web site Constantly
Online textbook or with links Big Data online textbook March, 2014
Web archive Way back web searching Constantly
survey paper Wooyoung Kim, Parallel Clustering Algorithms: Survey 2009
hash-table.zip A fully functional hash table system with an example of its usage 2011
J48.java Decision tree algorithm and code 1999?

Lectures

The lecture links below will be filled in during the semester. The order of the talks is not what is in the table.

Topic Link Description
DBDDAS dbddas+examples Lectures about Big Data, dynamic data apps, and real examples
concepts    
sentences sentences Distance k computing
     
Basics hashtables Hash tables and hash functions
     
Big Data and mapreduce MapReduce and friends
data mining pig-oink Apache Pig and Sandia Oink
concepts sentence Big data sentence problem description
  find Finding similar items
  mining-data-streams Data mining of streams
  marketbasket Market baskets
  anomalies Case study on anomalies
  clustering Clustering algorithms
  machine-learning Machine learning algorithms
  dim-reduction Dimensionality reduction

 

Cheers,
Craig C. Douglas

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