@ijstokes Making Data Analytics Awesome
Making Data Analytics Awesome
Jan 27, 2015
Other content at http://j.mp/bostonpython-continuum
Abstract:
We're pretty obsessed with Python-centric data analytics, and figuring out how to do this well led to the creation of Continuum Analytics. This talk will tell you about three pieces of that puzzle we have developed over the past year: Wakari, a web based analytics platform, leveraging IPython and IPython Notebook; Blaze, a next generation NumPy; and Bokeh, providing interactive data visualization. All are available now for free as services or open source projects.
Abstract:
We're pretty obsessed with Python-centric data analytics, and figuring out how to do this well led to the creation of Continuum Analytics. This talk will tell you about three pieces of that puzzle we have developed over the past year: Wakari, a web based analytics platform, leveraging IPython and IPython Notebook; Blaze, a next generation NumPy; and Bokeh, providing interactive data visualization. All are available now for free as services or open source projects.
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Transcript
@ijstokes
Making Data Analytics
Awesome
Excel Liberation from
And the 1990s
PERFORMANCE 21st Century
Analytics
1 2 3 Make it Have Let it EASY IMPACT FLY
1 Make it EASY
SHOW AND TELL Everyone, everywhere should be able to
their data analytics story
PLATFORMS AND TOOLS
Anaconda Wakari Conda
PYTHON-CENTRIC ANALYTICS
2 Have
IMPACT
Narrative, Data, Graphics, Code:
IPYTHON NOTEBOOKS
binstar.org
bokeh.pydata.org
ipython.org*
*unaffiliated with Continuum
REPRODUCIBLE ANALYTICS
3 Let it FLY
Analytics strategy must
SCALE
SCALING LIBRARIES
IOPro* Blaze Numba NumbaPro*
*commercial license
PYTHON CENTRIC ANALYTICS NIRVANA
www.continuum.io j.mp/bostonpython-continuum
@ContinuumIO Ian Stokes-Rees @ijstokes
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