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Python Data Applications using Blaze and Bokeh

Requirements

Update blaze and into

conda install --yes blaze
conda install --yes into
conda install --yes bokeh

Outline

  1. Introduction (5 min)
  2. Intro to Blaze (30 min)
  3. Blaze in Hadoop Ecosystem (15 min)
  4. Intro to Bokeh (15 min)
  5. Blaze-Bokeh Applications (20 min)
  6. Conclusions (5 min)

Blaze Notebooks

  1. Introduction (nbviewer) (solution)
  2. into (nbviewer) (solution)
  3. Blaze (nbviewer) (solution)
  4. Remote Data (nbviewer) (solution)

Bokeh

  1. Introduction - (nbviewer)
  2. Simple apps
  • static html pages,
  • embedded in flask,
  • interactivity via bokeh-server
  1. Final app

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Blaze / Bokeh Tutorial for PyData at Strata San Jose 2014

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