I400/I590 X-Informatics (Spring 2013)

 

Schedule

Week Date Topics Notes
Week 1 01/07 X-Informatics Introduction: What is Big Data, Data Analytics and X-Informatics?
  01/09 X-Informatics Introduction:
What is
Big Data, Data Analytics
and X-Informatics? (Continued)
Week 2 01/14 X-Informatics Introduction:
What is
Big Data, Data Analytics
and X-Informatics? (Continued)
  01/16 X-Informatics
Introduction: What is
Big Data, Data Analytics
and X-Informatics? (Continued)
Physics Use Case (Start)
Week 3 01/23
  • Physics-Informatics
    Looking for Higgs Particle
    Counting Errors (Continued)
  • HiggsClassI-Sloping.py Python code used in Event Counting (Higgs) class

 
Week 4 01/28
  • Physics-Informatics
    Looking for Higgs Particle
    Counting Errors (Continued)
  • HiggsClassIII.py Python code used in Event Counting (Higgs) class
  • HiggsClassII-Uniform(HW).py Python code used in Homework 2
  01/30
  • Physics-Informatics
    Looking for Higgs Particle
    Counting Errors (Finished)
  • Study of Random Number Seeds
Week 5 02/04 X-Informatics Case Study:
e-Commerce and Life Style Informatics:
Recommender Systems I
  02/06 X-Informatics Case Study:
e-Commerce and Life Style Informatics:
Recommender Systems II: Algorithms
Week 6 2/11 X-Informatics Case Study:
e-Commerce and Life Style Informatics:
Recommender Systems III: Algorithms
Continued and Software

* kNN.py from Machine Learning in Action by Peter Harrington, April, 2012 | 384 pages ISBN: 9781617290183
with code at link
  2/13 X-Informatics Case Study:
e-Commerce and Life Style Informatics:
Recommender Systems III: Algorithms
Continued and Software
Week 7 2/18 X-Informatics Clustering to Parallel Computing
  2/20 X-Informatics Clustering to Parallel Computing
Week 8 2/25 X-Informatics MapReduce, X-Informatics Cloud Technology
  2/27 X-Informatics Cloud Technology
Week 9 3/4 X-Informatics Cloud Technology (Continued)
  3/6 X-Informatics Cloud Technology (Continued)
Week 10 3/11 Midterm Break  
  3/13 Midterm Break  
Week 11 3/18 X-Informatics
Web Search; Text Mining A
  3/20 X-Informatics
Web Search; Text Mining A
Week 12 3/25 X-Informatics
Web Search; Text Mining B
  3/27 X-Informatics
Web Search; Text Mining B
Week 13 04/01 Technology for Informatics
Kmeans and MapReduce Parallelism
  04/03 Technology for Informatics : PageRank
Week 14 04/08 Health Informatics
  04/10
  • Health Informatics
  • X-Informatics
    Sensors
Week 15 04/15
  • X-Informatics
    Sensors
  • Radar Informatics