Scale your data, not your process. Welcome to the Blaze ecosystem!
Europython 2015
by Christine Doig
Introduction
About me
About Continuum Analytics
Free Python distribution: Anaconda
Open source: conda, blaze, dask, bokeh, numba...
Proud sponsor of PyData, SciPy, PyCon and Europython
We are hiring!
About the talk
- Five Areas of Data Science
- The Data Science Triforce
- The Blaze ecosystem
- blaze
- datashape
- odo
- dask
Slides
http://chdoig.github.io/ep2015-blaze
Repository
Five Areas of Data Science
The Data Science Triforce
Blaze ecosystem
blaze
datashape
odo
dask
Developer Resources
blaze
- Blaze in the Real World, PyData Dallas 2015, Phillip Cloud
odo
- Blaze + Odo, SciPy 2015, Phillip Cloud
- Odo - Shape Shifting Data, PyData Dallas 2015, Ben Zaitlen
dask
- Dask, Out of core NumPy/Pandas through Task Scheduling, SciPy 2015, James Crist
- Dask Arrays or PyData's relationship with Parallelism, PyData Berlin 2015 Keynote, Matthew Rocklin
DyND
- Typing Arrays with DyND, SciPy 2015, Mark Wiebe
numba
- Accelerating Python with the Numba JIT Compiler, SciPy 2015, Stanley Seibert
- Odo - Shape Shifting Data, PyData Dallas 2015, Ben Zaitlen
- EuroPython 2015: Antoine Pitrou, Oscar Villellas, Graham Markall
bcolz
- Efficient memory/disk data containers with Python, EuroPython 2015, Francesc Alted
- New trends in storing large data silos with Python, EuroPython 2015, Francesc Alted
Summary
Goals
Rethink the term Data Science and explore connections between areas
Think in terms of data, expressions and engines
Encourage you start using any of the Blaze projects
Thanks to the Blaze Dream Team!
Questions?
Slides:
http://chdoig.github.com/ep2015-blaze
Email: christine.doig@continuum.io
Twitter: ch_doig
