University of Wyoming MA 5490-01/COSC 5010-02, 2018 Fall

Tuesday and Thursday, 10:50-12:05, 241 Ross Hall

Office Hours: Monday 9:45-10:45, Tuesday/Thursday 1:00-2:00

Professor Craig C. Douglas

 

Notes

General files or links of interest

File(s) Description Last modified
C introduction Local UW C Tutorial 2015
MMDS site Mining of Massive Datasets web site Constantly
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 similar to what is in the table.

Topic Link Description
DBDDAS dbddas+examples Lectures about Big Data, dynamic data apps, and real examples
concepts    
     
Problems sentences Distance k computing on sentence datasets
  common problems Interesting common problems in my overall courses
     
Basics hashtables Hash tables and hash functions
     
Big Data and mapreduce MapReduce and friends, including workflow systems
Data mining concepts pig-oink Apache Pig and Sandia Oink
  clustering General clustering algorithms for both Euclidean and non-Euclidean datasets
  machine-learning An introduction to machine learning, aka supervised clustering algorithms
  dim-reduction Dimension reduction algorithms
  find Finding similar items
  mining-data-streams Data mining of streams

 

 

Cheers,
Craig C. Douglas

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