Topics in statistical computing @ ISU
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README.md

README.md

stat590f

Topics in statistical computing @ ISU

Spring 2015

Time & Place: Snedecor 2102, T 4-5

Timeline & Topics:

  • Jan 20: discussion of topics and timeline
  • Jan 27: very basic things in python (Jason, Alex, Ian)
  • Feb 3: numpy, scipy, how does python work in general? (Alex),
  • Feb 10: pandas (Carson) - the python version of Hadley-verse
  • Feb 17: scikit learn (Jason)
  • Feb 24: scikit again?
  • Mar 3: ggply: Grammar of Graphics in python, other packages for static graphics
  • Mar 10: interactive graphics (bokeh, seaborn) (Andee)
  • Mar 24: opencv (Eric), python interface, computer vision
  • Mar 31: ipython
  • Apr 7: Django, Flask - alternatives to shiny (Eric)
  • Apr 14: Beautiful soup - webscraping (Carson)
  • Apr 21: sympy (Andee): symbolic mathematics
  • Apr 28: mapreduce in python (), python interpreters - speedup?

Resources:

Fall 2014

Time & Place: Snedecor 1109, W 12-1

Timeline & Topics:

Resources: